DEVELOPMENT... OpenML
Run
80045

Run 80045

Task 18 (Supervised Classification) mfeat-morphological Uploaded 01-12-2014 by Felicia West
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Flow

weka.Bagging_RandomTree(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomTree(2)_I20
weka.Bagging_RandomTree(2)_P100
weka.Bagging_RandomTree(2)_S1
weka.Bagging_RandomTree(2)_Wweka.classifiers.trees.RandomTree
weka.Bagging_RandomTree(2)_num-slots1
weka.RandomTree(2)_K0
weka.RandomTree(2)_M1.0
weka.RandomTree(2)_S1
weka.RandomTree(2)_V0.001

Result files

xml
Description

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

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

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

21 Evaluation measures

Area under ROC curve
0.9449
Per class
Build CPU time
0.1849
Build memory
390226171.2
F measure
0.6931
Per class
Kappa
0.66
KB relative information score
1449.0427
Mean absolute error
0.0684
Mean prior absolute error
0.18
Number of instances
2000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6933
Per class
Predictive accuracy
0.694
Prior entropy
3.3219
Recall
0.694
Per class
Relative absolute error
0.3799
Root mean prior squared error
0.3
Root mean squared error
0.2049
Root relative squared error
0.6831
SciMark benchmark
943.4766