Run
19024

Run 19024

Task 23 (Supervised Classification) cmc Uploaded 12-06-2014 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
0.7026
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5118
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2505
Cross-validation details (10-fold Crossvalidation)
KB relative information score
364.8204
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.356
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4308
Cross-validation details (10-fold Crossvalidation)
Number of instances
1473
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
0.5201
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5078
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5392
Cross-validation details (10-fold Crossvalidation)
Recall
0.5078
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8263
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4641
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4467
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9626
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
938.4606[557.26535981662641013.3868112175512470.3205552291989913.71210817040291737.6180492757537]