DEVELOPMENT... OpenML
Run
131941

Run 131941

Task 3612 (Supervised Classification) fri_c1_250_25 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
0.9394
Per class
Build CPU time
0.0865
Build memory
312085136.8
F measure
0.871
Per class
Kappa
0.7355
KB relative information score
99.4625
Mean absolute error
0.3221
Mean prior absolute error
0.4897
Number of instances
250
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.873
Per class
Predictive accuracy
0.872
Prior entropy
0.9852
Recall
0.872
Per class
Relative absolute error
0.6578
Root mean prior squared error
0.4948
Root mean squared error
0.3551
Root relative squared error
0.7177
SciMark benchmark
943.7751