DEVELOPMENT... OpenML
Run
167527

Run 167527

Task 3633 (Supervised Classification) analcatdata_apnea1 Uploaded 19-02-2015 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)_I40
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
0.8924
Per class
F measure
0.9139
Per class
Kappa
0.5912
KB relative information score
159.7733
Mean absolute error
0.1159
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
0.9136
Per class
Predictive accuracy
0.92
Prior entropy
0.5574
Recall
0.92
Per class
Relative absolute error
0.5152
Root mean prior squared error
0.3346
Root mean squared error
0.2572
Root relative squared error
0.7687
SciMark benchmark
941.7954
UserCPU time millis
10
UserCPU time millis training
10