Run
248176

Run 248176

Task 4261 (Supervised Classification) analcatdata_cyyoung8092 Uploaded 04-03-2015 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.8145
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.7004
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.3479
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
58.1311
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.3106
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.375
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
970
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
0.797
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.6784
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.8153
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.6784
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.8283
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4315
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.5347
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
1.239
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1319.9329