DEVELOPMENT... OpenML
Run
15094

Run 15094

Task 59 (Supervised Classification) iris Uploaded 03-06-2014 by Felicia West
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Flow

weka.RotationForest_PrincipalComponents_RandomForest(1)Juan J. Rodriguez, Ludmila I. Kuncheva, Carlos J. Alonso (2006). Rotation Forest: A new classifier ensemble method. IEEE Transactions on Pattern Analysis and Machine Intelligence. 28(10):1619-1630. URL http://doi.ieeecomputersociety.org/10.1109/TPAMI.2006.211.
weka.PrincipalComponents(1)_A5
weka.PrincipalComponents(1)_M-1
weka.PrincipalComponents(1)_R1.0
weka.RandomForest(1)_I10
weka.RandomForest(1)_K0
weka.RandomForest(1)_S1
weka.RandomForest(1)_num-slots1
weka.RotationForest_PrincipalComponents_RandomForest(1)_Fweka.filters.unsupervised.attribute.PrincipalComponents
weka.RotationForest_PrincipalComponents_RandomForest(1)_G3
weka.RotationForest_PrincipalComponents_RandomForest(1)_H3
weka.RotationForest_PrincipalComponents_RandomForest(1)_I10
weka.RotationForest_PrincipalComponents_RandomForest(1)_P50
weka.RotationForest_PrincipalComponents_RandomForest(1)_S1
weka.RotationForest_PrincipalComponents_RandomForest(1)_Wweka.classifiers.trees.RandomForest
weka.RotationForest_PrincipalComponents_RandomForest(1)_num-slots1

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.9973
Per class
F measure
0.96
Per class
Kappa
0.94
KB relative information score
136.7301
Mean absolute error
0.0496
Mean prior absolute error
0.4444
Number of instances
150
Per class
OS information
[Oracle Corporation, 1.7.0_04, x86_64, Mac OS X, 10.9.3]
Precision
0.96
Per class
Predictive accuracy
0.96
Prior entropy
1.585
Recall
0.96
Per class
Relative absolute error
0.1117
Root mean prior squared error
0.4714
Root mean squared error
0.1377
Root relative squared error
0.2921
SciMark benchmark
1415.1324[932.49968957334021213.0658639243597666.92038165194241345.0179572690052918.158316220022]