DEVELOPMENT... OpenML
Run
166813

Run 166813

Task 3631 (Supervised Classification) analcatdata_apnea2 Uploaded 18-02-2015 by Felicia West
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Flow

weka.MultiBoostAB_NaiveBayes(2)Geoffrey I. Webb (2000). MultiBoosting: A Technique for Combining Boosting and Wagging. Machine Learning. Vol.40(No.2).
weka.MultiBoostAB_NaiveBayes(2)_C3
weka.MultiBoostAB_NaiveBayes(2)_P100
weka.MultiBoostAB_NaiveBayes(2)_S1
weka.MultiBoostAB_NaiveBayes(2)_I80
weka.MultiBoostAB_NaiveBayes(2)_Wweka.classifiers.bayes.NaiveBayes

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.

22 Evaluation measures

Area under ROC curve
0.9368
Per class
F measure
0.9127
Per class
Kappa
0.6133
KB relative information score
221.5362
Mean absolute error
0.1019
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
0.9112
Per class
Predictive accuracy
0.9158
Prior entropy
0.5744
Recall
0.9158
Per class
Relative absolute error
0.435
Root mean prior squared error
0.3414
Root mean squared error
0.2424
Root relative squared error
0.71
SciMark benchmark
923.7642
UserCPU time millis
10
UserCPU time millis training
10