DEVELOPMENT... OpenML
Run
168559

Run 168559

Task 2264 (Supervised Classification) BNG(hepatitis) Uploaded 20-02-2015 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
0.8774
Per class
F measure
0.8796
Per class
Kappa
0.6417
KB relative information score
566723.1674
Mean absolute error
0.1227
Mean prior absolute error
0.3293
Number of instances
1000000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.883
Per class
Predictive accuracy
0.8773
Prior entropy
0.7373
Recall
0.8773
Per class
Relative absolute error
0.3725
Root mean prior squared error
0.4057
Root mean squared error
0.3475
Root relative squared error
0.8564
SciMark benchmark
942.1229
UserCPU time millis
127120
UserCPU time millis testing
33100
UserCPU time millis training
94020

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