DEVELOPMENT... OpenML
Run
167249

Run 167249

Task 58 (Supervised Classification) waveform-5000 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
0.8911
Per class
F measure
0.788
Per class
Kappa
0.7002
KB relative information score
3168.5347
Mean absolute error
0.1952
Mean prior absolute error
0.4444
Number of instances
5000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8337
Per class
Predictive accuracy
0.7998
Prior entropy
1.5849
Recall
0.7998
Per class
Relative absolute error
0.4393
Root mean prior squared error
0.4714
Root mean squared error
0.3251
Root relative squared error
0.6897
SciMark benchmark
926.6717
UserCPU time millis
15320
UserCPU time millis testing
4660
UserCPU time millis training
10660