Run
2347273

Run 2347273

Task 2 (Supervised Classification) anneal Uploaded 26-05-2017 by Miguel Cachada
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Flow

weka.AttributeSelectedClassifier_IBk(2)Weka implementation of AttributeSelectedClassifier
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
0.966 ± 0.0218
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9189 ± 0.0306
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8022 ± 0.0686
Cross-validation details (10-fold Crossvalidation)
KB relative information score
661.1149 ± 6.0176
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.039 ± 0.0082
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1343 ± 0.0012
Cross-validation details (10-fold Crossvalidation)
Number of instances
898
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.9247 ± 0.0271
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9176 ± 0.0316
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2149
Cross-validation details (10-fold Crossvalidation)
Recall
0.9176 ± 0.0316
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2907 ± 0.0603
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2582 ± 0.0024
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1455 ± 0.0215
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5633 ± 0.0821
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1513.1667
UserCPU time millis
100
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
80
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
20
Cross-validation details (10-fold Crossvalidation)