Run
248082

Run 248082

Task 3941 (Supervised Classification) GCM 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
0.822
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6731
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.637
Cross-validation details (10-fold Crossvalidation)
KB relative information score
119.1775
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0474
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1309
Cross-validation details (10-fold Crossvalidation)
Number of instances
190
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6959
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6684
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.7108
Cross-validation details (10-fold Crossvalidation)
Recall
0.6684
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3618
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2557
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2176
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8511
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
909.1698
UserCPU time millis
10210
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
9360
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
850
Cross-validation details (10-fold Crossvalidation)