Run
228079

Run 228079

Task 3526 (Supervised Classification) re0.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
0.7754
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6003
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4726
Cross-validation details (10-fold Crossvalidation)
KB relative information score
739.9853
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0665
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1176
Cross-validation details (10-fold Crossvalidation)
Number of instances
1504
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6744
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5678
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.6539
Cross-validation details (10-fold Crossvalidation)
Recall
0.5678
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.566
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2422
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2537
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0475
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1386.5717
UserCPU time millis
24720
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
23120
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
1600
Cross-validation details (10-fold Crossvalidation)