DEVELOPMENT... OpenML
Run
136153

Run 136153

Task 3631 (Supervised Classification) analcatdata_apnea2 Uploaded 31-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_RandomTree(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_RandomTree(2)_I80
weka.AdaBoostM1_RandomTree(2)_P100
weka.AdaBoostM1_RandomTree(2)_S1
weka.AdaBoostM1_RandomTree(2)_Wweka.classifiers.trees.RandomTree
weka.RandomTree(2)_K0
weka.RandomTree(2)_M1.0
weka.RandomTree(2)_S1
weka.RandomTree(2)_V0.001

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
0.7986
Per class
Build CPU time
0.0033
Build memory
28817245.7095
F measure
0.9116
Per class
Kappa
0.6119
KB relative information score
244.0123
Mean absolute error
0.0875
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
0.9101
Per class
Predictive accuracy
0.9137
Prior entropy
0.5744
Recall
0.9137
Per class
Relative absolute error
0.3737
Root mean prior squared error
0.3414
Root mean squared error
0.2898
Root relative squared error
0.8486
SciMark benchmark
916.3022