DEVELOPMENT... OpenML
Run
168797

Run 168797

Task 3766 (Supervised Classification) fri_c2_1000_25 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
0.8423
Per class
F measure
0.7806
Per class
Kappa
0.5561
KB relative information score
526.8884
Mean absolute error
0.2339
Mean prior absolute error
0.4921
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
0.7824
Per class
Predictive accuracy
0.78
Prior entropy
0.9886
Recall
0.78
Per class
Relative absolute error
0.4752
Root mean prior squared error
0.496
Root mean squared error
0.4502
Root relative squared error
0.9077
SciMark benchmark
927.0753
UserCPU time millis
320
UserCPU time millis testing
100
UserCPU time millis training
220