Run
2347107

Run 2347107

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)_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
0.9697 ± 0.0071
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9411 ± 0.0114
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8818 ± 0.0229
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2611.4116 ± 6.3112
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1007 ± 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
0.9424 ± 0.0112
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9412 ± 0.0114
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9986
Cross-validation details (10-fold Crossvalidation)
Recall
0.9412 ± 0.0114
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2018 ± 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
0.2244 ± 0.02
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4493 ± 0.04
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1395.1661
UserCPU time millis
660
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
650
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
10
Cross-validation details (10-fold Crossvalidation)