Run
518974

Run 518974

Task 10109 (Supervised Classification) Engine1 Uploaded 01-02-2016 by Farzan Majdani
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Flow

weka.NaiveBayes(13)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
0.9497
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8532
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6805
Cross-validation details (10-fold Crossvalidation)
KB relative information score
216.9305
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.119
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2966
Cross-validation details (10-fold Crossvalidation)
Number of instances
383
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_71, x86_64, Mac OS X, 10.10.3]
Precision
0.8636
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8512
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9551
Cross-validation details (10-fold Crossvalidation)
Recall
0.8512
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4012
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3844
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2531
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6585
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1392.403
UserCPU time millis
6.824
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
6.508
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
0.316
Cross-validation details (10-fold Crossvalidation)