DEVELOPMENT... OpenML
Run
168184

Run 168184

Task 3505 (Supervised Classification) codrna Uploaded 19-02-2015 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)_I20
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
0.946
Per class
F measure
0.8865
Per class
Kappa
0.7404
KB relative information score
355223.8722
Mean absolute error
0.1178
Mean prior absolute error
0.4444
Number of instances
488565
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8897
Per class
Predictive accuracy
0.8892
Prior entropy
0.9183
Recall
0.8892
Per class
Relative absolute error
0.2651
Root mean prior squared error
0.4714
Root mean squared error
0.3098
Root relative squared error
0.6573
SciMark benchmark
941.7954
UserCPU time millis
150440
UserCPU time millis testing
31510
UserCPU time millis training
118930