DEVELOPMENT... OpenML
Run
167933

Run 167933

Task 3947 (Supervised Classification) KDDCup99 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)_I40
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
0.9853
Per class
F measure
0.9499
Per class
Kappa
0.8812
KB relative information score
430378.4894
Mean absolute error
0.0062
Mean prior absolute error
0.0514
Number of instances
494020
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9892
Per class
Predictive accuracy
0.9281
Prior entropy
1.5581
Recall
0.9281
Per class
Relative absolute error
0.1214
Root mean prior squared error
0.1603
Root mean squared error
0.077
Root relative squared error
0.4804
SciMark benchmark
911.0478
UserCPU time millis
445890
UserCPU time millis testing
109460
UserCPU time millis training
336430