Run
17221

Run 17221

Task 36 (Supervised Classification) segment Uploaded 07-06-2014 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
0.9876
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9511
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9429
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2128.275
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0273
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2449
Cross-validation details (10-fold Crossvalidation)
Number of instances
2310
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
0.9511
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9511
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.8074
Cross-validation details (10-fold Crossvalidation)
Recall
0.9511
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1113
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3499
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1108
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3166
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
882.5747[524.2683171019193988.4355182753967465.83158043487504885.02366459511341549.3144836778856]