DEVELOPMENT... OpenML
Run
132298

Run 132298

Task 252 (Supervised Classification) mfeat-zernike Uploaded 26-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_RandomForest(2)Yoav Freund, Robert E. Schapire: Experiments with a new boosting algorithm. In: Thirteenth International Conference on Machine Learning, San Francisco, 148-156, 1996.
weka.AdaBoostM1_RandomForest(2)_I40
weka.AdaBoostM1_RandomForest(2)_P100
weka.AdaBoostM1_RandomForest(2)_S1
weka.AdaBoostM1_RandomForest(2)_Wweka.classifiers.trees.RandomForest
weka.RandomForest(2)_I100
weka.RandomForest(2)_K0
weka.RandomForest(2)_S1
weka.RandomForest(2)_num-slots1

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
0.9721
Per class
Build CPU time
1.192
Build memory
2846024080
F measure
0.7918
Per class
Kappa
0.7726
KB relative information score
476.2863
Mean absolute error
0.0786
Mean prior absolute error
0.18
Number of instances
660
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.7895
Per class
Predictive accuracy
0.7955
Prior entropy
3.3219
Recall
0.7955
Per class
Relative absolute error
0.4368
Root mean prior squared error
0.3
Root mean squared error
0.1821
Root relative squared error
0.6069
SciMark benchmark
872.1114