DEVELOPMENT... OpenML
Run
131959

Run 131959

Task 3631 (Supervised Classification) analcatdata_apnea2 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
0.9625
Per class
Build CPU time
0.0519
Build memory
746048796.1937
F measure
0.9196
Per class
Kappa
0.6448
KB relative information score
264.9318
Mean absolute error
0.0861
Mean prior absolute error
0.2343
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
0.9183
Per class
Predictive accuracy
0.9221
Prior entropy
0.5744
Recall
0.9221
Per class
Relative absolute error
0.3675
Root mean prior squared error
0.3414
Root mean squared error
0.2391
Root relative squared error
0.7002
SciMark benchmark
943.7751