DEVELOPMENT... OpenML
Run
167196

Run 167196

Task 5 (Supervised Classification) arrhythmia Uploaded 18-02-2015 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
0.7905
Per class
F measure
0.6505
Per class
Kappa
0.4914
KB relative information score
125.6406
Mean absolute error
0.075
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
0.6507
Per class
Predictive accuracy
0.6549
Prior entropy
2.5222
Recall
0.6549
Per class
Relative absolute error
0.8773
Root mean prior squared error
0.2055
Root mean squared error
0.1896
Root relative squared error
0.9228
SciMark benchmark
945.6434
UserCPU time millis
8390
UserCPU time millis testing
2780
UserCPU time millis training
5610