Run
239363

Run 239363

Task 322 (Supervised Classification) BNG(tic-tac-toe) 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
0.8436
Per class
Cross-validation details (33% Holdout set)
F measure
0.7751
Per class
Cross-validation details (33% Holdout set)
Kappa
0.5026
Cross-validation details (33% Holdout set)
KB relative information score
4370.7407
Cross-validation details (33% Holdout set)
Mean absolute error
0.3073
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.4533
Cross-validation details (33% Holdout set)
Number of instances
12990
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7746
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.7757
Cross-validation details (33% Holdout set)
Prior entropy
0.9315
Cross-validation details (33% Holdout set)
Recall
0.7757
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.678
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.4761
Cross-validation details (33% Holdout set)
Root mean squared error
0.3879
Cross-validation details (33% Holdout set)
Root relative squared error
0.8148
Cross-validation details (33% Holdout set)
SciMark benchmark
1348.8402
UserCPU time millis
4230
Cross-validation details (33% Holdout set)
UserCPU time millis testing
100
Cross-validation details (33% Holdout set)
UserCPU time millis training
4130
Cross-validation details (33% Holdout set)