DEVELOPMENT... OpenML
Run
166125

Run 166125

Task 3773 (Supervised Classification) fri_c1_1000_10 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)_I160
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
0.7612
Per class
F measure
0.682
Per class
Kappa
0.3511
KB relative information score
266.7492
Mean absolute error
0.3706
Mean prior absolute error
0.4918
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
0.6819
Per class
Predictive accuracy
0.684
Prior entropy
0.9882
Recall
0.684
Per class
Relative absolute error
0.7536
Root mean prior squared error
0.4959
Root mean squared error
0.4503
Root relative squared error
0.908
SciMark benchmark
894.7455
UserCPU time millis
50
UserCPU time millis testing
10
UserCPU time millis training
40