DEVELOPMENT... OpenML
Run
168256

Run 168256

Task 3631 (Supervised Classification) analcatdata_apnea2 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)_I20
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
0.9315
Per class
F measure
0.9269
Per class
Kappa
0.6804
KB relative information score
283.4927
Mean absolute error
0.0774
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
0.926
Per class
Predictive accuracy
0.9284
Prior entropy
0.5744
Recall
0.9284
Per class
Relative absolute error
0.3306
Root mean prior squared error
0.3414
Root mean squared error
0.2509
Root relative squared error
0.7347
SciMark benchmark
945.6434
UserCPU time millis
10
UserCPU time millis training
10