Run
228093

Run 228093

Task 3520 (Supervised Classification) tr31.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
0.8881
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.822
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.746
Cross-validation details (10-fold Crossvalidation)
KB relative information score
691.2231
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0557
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2145
Cross-validation details (10-fold Crossvalidation)
Number of instances
927
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
0.8618
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8047
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2393
Cross-validation details (10-fold Crossvalidation)
Recall
0.8047
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2599
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3273
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2358
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7206
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
918.6005
UserCPU time millis
27350
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
23050
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
4300
Cross-validation details (10-fold Crossvalidation)