DEVELOPMENT... OpenML
Run
133403

Run 133403

Task 3907 (Supervised Classification) mc1 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)_I20
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
0.82
Per class
Build CPU time
23.2833
Build memory
1523024562.0638
F measure
0.9945
Per class
Kappa
0.561
KB relative information score
50.9191
Mean absolute error
0.0059
Mean prior absolute error
0.0144
Number of instances
9466
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9947
Per class
Predictive accuracy
0.9952
Prior entropy
0.0622
Recall
0.9952
Per class
Relative absolute error
0.4122
Root mean prior squared error
0.0845
Root mean squared error
0.0692
Root relative squared error
0.8191
SciMark benchmark
943.8094