Run
248153

Run 248153

Task 4232 (Supervised Classification) oh0.wc Uploaded 04-03-2015 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
0.8973
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.8036
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.7766
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
7833.6417
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.0392
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.1749
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
10030
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
0.8081
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.8041
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
3.1536
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.8041
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.2241
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.2957
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.1974
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.6674
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1297.6356
UserCPU time millis
14440
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
13350
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
1090
Cross-validation details (10 times 10-fold Crossvalidation)