Run
539113

Run 539113

Task 3893 (Supervised Classification) sylva_prior Uploaded 22-03-2016 by Martijn Post
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.996
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.977
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8177
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9574.2164
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0252
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1156
Cross-validation details (10-fold Crossvalidation)
Number of instances
14395
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_66, amd64, Windows 7, 6.1]
Precision
0.9818
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9752
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.9752
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.218
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1494
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6216
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1732.2066
UserCPU time millis
1076.4069
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
858.0055
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
218.4014
Cross-validation details (10-fold Crossvalidation)