DEVELOPMENT... OpenML
Run
133993

Run 133993

Task 3894 (Supervised Classification) gina_prior2 Uploaded 28-12-2014 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)_I10
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
0.9949
Per class
Build CPU time
5.7272
Build memory
631423053.6632
F measure
0.9257
Per class
Kappa
0.9176
KB relative information score
2595.7322
Mean absolute error
0.0774
Mean prior absolute error
0.1799
Number of instances
3468
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9259
Per class
Predictive accuracy
0.9259
Prior entropy
3.3188
Recall
0.9259
Per class
Relative absolute error
0.4301
Root mean prior squared error
0.2999
Root mean squared error
0.1576
Root relative squared error
0.5256
SciMark benchmark
946.9091