Run
2641828

Run 2641828

Task 49 (Supervised Classification) tic-tac-toe Uploaded 25-06-2017 by Miguel Cachada
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Flow

weka.FilteredClassifier_RandomForest(4)Weka implementation of FilteredClassifier
weka.RandomForest(12)_P100
weka.RandomForest(12)_I100
weka.RandomForest(12)_num-slots1
weka.RandomForest(12)_K250
weka.RandomForest(12)_M1.0
weka.RandomForest(12)_V0.001
weka.RandomForest(12)_S1
weka.FilteredClassifier_RandomForest(4)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_RandomForest(4)_Wweka.classifiers.trees.RandomForest

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
0.9968 ± 0.002
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9737 ± 0.0115
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9417 ± 0.026
Cross-validation details (10-fold Crossvalidation)
KB relative information score
668.7411 ± 3.2566
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1601 ± 0.0135
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
0.9743 ± 0.0104
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9739 ± 0.0113
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9312
Cross-validation details (10-fold Crossvalidation)
Recall
0.9739 ± 0.0113
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3535 ± 0.0299
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
0.2155 ± 0.02
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4529 ± 0.0422
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1794.7075
UserCPU time millis
80
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
40
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
40
Cross-validation details (10-fold Crossvalidation)