DEVELOPMENT... OpenML
Run
168662

Run 168662

Task 3631 (Supervised Classification) analcatdata_apnea2 Uploaded 20-02-2015 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)_I10
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
0.9491
Per class
F measure
0.9208
Per class
Kappa
0.647
KB relative information score
277.0635
Mean absolute error
0.0773
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
0.9198
Per class
Predictive accuracy
0.9242
Prior entropy
0.5744
Recall
0.9242
Per class
Relative absolute error
0.33
Root mean prior squared error
0.3414
Root mean squared error
0.2648
Root relative squared error
0.7756
SciMark benchmark
931.2336
UserCPU time millis
20
UserCPU time millis testing
10
UserCPU time millis training
10