Run
2347197

Run 2347197

Task 3 (Supervised Classification) kr-vs-kp Uploaded 26-05-2017 by Miguel Cachada
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Flow

weka.AttributeSelectedClassifier_IBk(2)Weka implementation of AttributeSelectedClassifier
weka.IBk(11)_K1
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
0.97 ± 0.0069
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9407 ± 0.0116
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8812 ± 0.0232
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2612.3042 ± 6.3257
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1005 ± 0.0095
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 ± 0.0113
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9409 ± 0.0116
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9986
Cross-validation details (10-fold Crossvalidation)
Recall
0.9409 ± 0.0116
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2014 ± 0.019
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4995 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2246 ± 0.0202
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4496 ± 0.0404
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1508.8928
UserCPU time millis
790
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
780
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
10
Cross-validation details (10-fold Crossvalidation)