DEVELOPMENT... OpenML
Run
131879

Run 131879

Task 3540 (Supervised Classification) analcatdata_boxing1 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)_I80
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
0.8926
Per class
Build CPU time
0.0181
Build memory
84400808
F measure
0.7982
Per class
Kappa
0.5464
KB relative information score
43.9136
Mean absolute error
0.3069
Mean prior absolute error
0.4557
Number of instances
120
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8111
Per class
Predictive accuracy
0.8083
Prior entropy
0.9362
Recall
0.8083
Per class
Relative absolute error
0.6734
Root mean prior squared error
0.477
Root mean squared error
0.3619
Root relative squared error
0.7586
SciMark benchmark
943.7751