Run
261291

Run 261291

Task 4612 (Supervised Classification) mc1 Uploaded 05-03-2015 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
0.8863
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.9926
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.376
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
-371305.7533
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.0137
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.0144
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
94660
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
0.993
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.9941
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.0622
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.9941
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.9556
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.0845
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.0781
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.925
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
765.566
UserCPU time millis
3370
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
20
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
3350
Cross-validation details (10 times 10-fold Crossvalidation)