Run
228190

Run 228190

Task 4202 (Supervised Classification) grub-damage Uploaded 01-03-2015 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
0.7209
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.4799
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.2952
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
551.9228
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.2695
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.3638
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
1550
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
0.479
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.4852
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
1.9281
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.4852
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.7407
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4263
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.4165
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.9769
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
918.6005