DEVELOPMENT... OpenML
Run
132571

Run 132571

Task 3643 (Supervised Classification) sleuth_ex1714 Uploaded 27-12-2014 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
0.9343
Per class
Build CPU time
0.0124
Build memory
964300520.5106
F measure
0.8729
Per class
Kappa
0.7422
KB relative information score
29.0531
Mean absolute error
0.1974
Mean prior absolute error
0.4894
Number of instances
47
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8767
Per class
Predictive accuracy
0.8723
Prior entropy
0.9852
Recall
0.8723
Per class
Relative absolute error
0.4035
Root mean prior squared error
0.4944
Root mean squared error
0.3108
Root relative squared error
0.6287
SciMark benchmark
920.6725