DEVELOPMENT... OpenML
Run
168806

Run 168806

Task 3775 (Supervised Classification) fri_c2_1000_5 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
0.8659
Per class
F measure
0.8209
Per class
Kappa
0.6343
KB relative information score
613.4057
Mean absolute error
0.1876
Mean prior absolute error
0.4859
Number of instances
1000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8242
Per class
Predictive accuracy
0.82
Prior entropy
0.9796
Recall
0.82
Per class
Relative absolute error
0.386
Root mean prior squared error
0.4929
Root mean squared error
0.4142
Root relative squared error
0.8403
SciMark benchmark
927.0753
UserCPU time millis
90
UserCPU time millis testing
20
UserCPU time millis training
70