DEVELOPMENT... OpenML
Run
136753

Run 136753

Task 3633 (Supervised Classification) analcatdata_apnea1 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)_I160
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
0.8128
Per class
Build CPU time
0.0059
Build memory
1140929149.6421
F measure
0.9194
Per class
Kappa
0.6376
KB relative information score
237.5713
Mean absolute error
0.0842
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
0.9189
Per class
Predictive accuracy
0.92
Prior entropy
0.5574
Recall
0.92
Per class
Relative absolute error
0.3742
Root mean prior squared error
0.3346
Root mean squared error
0.2823
Root relative squared error
0.8439
SciMark benchmark
927.1482