Run
6131475

Run 6131475

Task 146609 (Supervised Classification) xerces-init Uploaded 22-08-2017 by Silvia Nunes
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Flow

weka.NaiveBayes(16)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
0.6841
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5317
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1441
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26.9513
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4156
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4988
Cross-validation details (10-fold Crossvalidation)
Number of instances
162
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.7.0_131', 'amd64', 'Linux', '4.4.0-78-generic']
Precision
0.6261
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5864
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9983
Cross-validation details (10-fold Crossvalidation)
Recall
0.5864
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8331
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4994
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6345
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2705
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1145.1774
UserCPU time millis
20
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
20
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (10-fold Crossvalidation)