Run
2347148

Run 2347148

Task 49 (Supervised Classification) tic-tac-toe Uploaded 26-05-2017 by Miguel Cachada
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Flow

weka.AttributeSelectedClassifier_IBk(2)Weka implementation of AttributeSelectedClassifier
weka.IBk(11)_Itrue
weka.IBk(11)_K5
weka.IBk(11)_W0
weka.IBk(11)_Atrue
weka.AttributeSelectedClassifier_IBk(2)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_IBk(2)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_IBk(2)_Wweka.classifiers.lazy.IBk

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
0.8697 ± 0.0482
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8016 ± 0.0347
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5597 ± 0.0779
Cross-validation details (10-fold Crossvalidation)
KB relative information score
429.9378 ± 10.0754
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2483 ± 0.0464
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.453 ± 0.0013
Cross-validation details (10-fold Crossvalidation)
Number of instances
958
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.8009 ± 0.0363
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8027 ± 0.0348
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9312
Cross-validation details (10-fold Crossvalidation)
Recall
0.8027 ± 0.0348
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5481 ± 0.1029
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759 ± 0.0014
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3675 ± 0.0369
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7723 ± 0.0783
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1589.9518
UserCPU time millis
80
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
80
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (10-fold Crossvalidation)