DEVELOPMENT... OpenML
Run
168664

Run 168664

Task 3633 (Supervised Classification) analcatdata_apnea1 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
0.9058
Per class
F measure
0.9046
Per class
Kappa
0.5323
KB relative information score
244.176
Mean absolute error
0.0853
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
0.9096
Per class
Predictive accuracy
0.9158
Prior entropy
0.5574
Recall
0.9158
Per class
Relative absolute error
0.3789
Root mean prior squared error
0.3346
Root mean squared error
0.2817
Root relative squared error
0.8419
SciMark benchmark
931.2336
UserCPU time millis
20
UserCPU time millis training
20

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