Run
239982

Run 239982

Task 4546 (Supervised Classification) mfeat-factors Uploaded 02-03-2015 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.DecisionTable_BestFirst(5)Ron Kohavi: The Power of Decision Tables. In: 8th European Conference on Machine Learning, 174-189, 1995.
weka.DecisionTable_BestFirst(5)_Sweka.attributeSelection.BestFirst
weka.DecisionTable_BestFirst(5)_X1
weka.BestFirst(3)_D1
weka.BestFirst(3)_N5

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
0.9801
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.978
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.8776
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
13732.5284
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.0466
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.1803
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
20000
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
0.978
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.9781
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.4703
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.9781
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.2585
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.1307
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.4355
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1347.7065
UserCPU time millis
3480
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
3470
Cross-validation details (10 times 10-fold Crossvalidation)