Run
2347098

Run 2347098

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)_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
0.9696 ± 0.0221
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9203 ± 0.0309
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8046 ± 0.0708
Cross-validation details (10-fold Crossvalidation)
KB relative information score
668.0272 ± 6.1856
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0378 ± 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
0.9249 ± 0.0272
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9187 ± 0.0316
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2149
Cross-validation details (10-fold Crossvalidation)
Recall
0.9187 ± 0.0316
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2812 ± 0.0607
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
0.143 ± 0.0218
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5539 ± 0.0835
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1455.7942
UserCPU time millis
130
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
120
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
10
Cross-validation details (10-fold Crossvalidation)