Run
338329

Run 338329

Task 1942 (Supervised Classification) BNG(tic-tac-toe) Uploaded 27-03-2015 by Joaquin Vanschoren
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Flow

weka.J48graft(1)Geoff Webb: Decision Tree Grafting From the All-Tests-But-One Partition. In: , San Francisco, CA, 1999.
weka.J48graft(1)_C0.25
weka.J48graft(1)_M2

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
0.8135
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.7811
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.5101
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
142196.3597
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.2986
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4532
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
393660
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
0.781
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.7855
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9315
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.7855
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.6587
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.476
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.3994
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.8389
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1330.4755
UserCPU time millis
1510
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
30
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
1480
Cross-validation details (10 times 10-fold Crossvalidation)