Run
2338343

Run 2338343

Task 3 (Supervised Classification) kr-vs-kp Uploaded 24-05-2017 by Miguel Cachada
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Flow

weka.AttributeSelectedClassifier_J48(2)Weka implementation of AttributeSelectedClassifier
weka.J48(38)_C0.5
weka.J48(38)_M2
weka.AttributeSelectedClassifier_J48(2)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_J48(2)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_J48(2)_Wweka.classifiers.trees.J48

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
0.9682 ± 0.0066
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9407 ± 0.0112
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8812 ± 0.0225
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2611.6241 ± 6.1296
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1008 ± 0.0092
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.499 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
3196
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.942 ± 0.011
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9409 ± 0.0112
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9986
Cross-validation details (10-fold Crossvalidation)
Recall
0.9409 ± 0.0112
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.202 ± 0.0184
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4995 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2251 ± 0.0196
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4507 ± 0.0393
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1504.3932
UserCPU time millis
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
10
Cross-validation details (10-fold Crossvalidation)