Run
248286

Run 248286

Task 4375 (Supervised Classification) fri_c4_500_50 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
0.6697
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.6247
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.2473
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
799.6754
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.4268
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4984
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
5000
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6248
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.6246
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9978
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.6246
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.8563
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4992
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.4885
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.9785
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
922.1419
UserCPU time millis
20
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
10
Cross-validation details (10 times 10-fold Crossvalidation)