Run
17183

Run 17183

Task 55 (Supervised Classification) vote Uploaded 06-06-2014 by Joaquin Vanschoren
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Flow

weka.NBTree(1)Ron Kohavi: Scaling Up the Accuracy of Naive-Bayes Classifiers: A Decision-Tree Hybrid. In: Second International Conference on Knoledge Discovery and Data Mining, 202-207, 1996.

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.9871
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9427
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8797
Cross-validation details (10-fold Crossvalidation)
KB relative information score
378.6952
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.062
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4742
Cross-validation details (10-fold Crossvalidation)
Number of instances
435
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9434
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9425
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9627
Cross-validation details (10-fold Crossvalidation)
Recall
0.9425
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1308
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4869
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2041
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4192
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
881.9327[549.5402099476553982.8895721118524462.6203266334904893.77433845018811520.8391009470834]