Run
248479

Run 248479

Task 4225 (Supervised Classification) tr31.wc Uploaded 04-03-2015 by Jan van Rijn
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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
0.8852
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.8178
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.7384
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
6854.4136
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.0575
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.2145
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
9270
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8582
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.7987
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
2.2393
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.7987
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.268
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.3273
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.2394
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.7313
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1358.4523
UserCPU time millis
31310
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
26690
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
4620
Cross-validation details (10 times 10-fold Crossvalidation)