Run
228278

Run 228278

Task 4223 (Supervised Classification) tr45.wc Uploaded 01-03-2015 by Joaquin Vanschoren
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Flow

weka.NaiveBayes(10)George H. John, Pat Langley: Estimating Continuous Distributions in Bayesian Classifiers. In: Eleventh Conference on Uncertainty in Artificial Intelligence, San Mateo, 338-345, 1995.

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
0.8152
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.6696
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.6181
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
4482.3327
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.0668
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.172
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
6900
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7562
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.6658
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
3.0415
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.6658
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.3885
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.2932
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.2582
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.8806
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
918.6005
UserCPU time millis
22080
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
19770
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
2310
Cross-validation details (10 times 10-fold Crossvalidation)