DEVELOPMENT... OpenML
Run
168465

Run 168465

Task 5 (Supervised Classification) arrhythmia 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)_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
0.8023
Per class
F measure
0.6231
Per class
Kappa
0.4486
KB relative information score
196.7783
Mean absolute error
0.0462
Mean prior absolute error
0.0855
Number of instances
452
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6209
Per class
Predictive accuracy
0.6305
Prior entropy
2.5222
Recall
0.6305
Per class
Relative absolute error
0.5405
Root mean prior squared error
0.2055
Root mean squared error
0.2043
Root relative squared error
0.9942
SciMark benchmark
945.6434
UserCPU time millis
10640
UserCPU time millis testing
4120
UserCPU time millis training
6520