DEVELOPMENT... OpenML
Run
131961

Run 131961

Task 3633 (Supervised Classification) analcatdata_apnea1 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
0.9505
Per class
Build CPU time
0.053
Build memory
819109303.2421
F measure
0.9311
Per class
Kappa
0.6859
KB relative information score
261.1415
Mean absolute error
0.0812
Mean prior absolute error
0.225
Number of instances
475
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9302
Per class
Predictive accuracy
0.9326
Prior entropy
0.5574
Recall
0.9326
Per class
Relative absolute error
0.3609
Root mean prior squared error
0.3346
Root mean squared error
0.2324
Root relative squared error
0.6946
SciMark benchmark
943.7751