Run
2345965

Run 2345965

Task 2 (Supervised Classification) anneal Uploaded 25-05-2017 by Miguel Cachada
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Flow

weka.AttributeSelectedClassifier_J48(2)Weka implementation of AttributeSelectedClassifier
weka.J48(38)_C0.25
weka.J48(38)_M20
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
0.7559 ± 0.1362
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.738 ± 0.0213
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3152 ± 0.0427
Cross-validation details (10-fold Crossvalidation)
KB relative information score
284.4113 ± 10.7691
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.101 ± 0.0125
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
0.7733 ± 0.0518
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8062 ± 0.0089
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2149
Cross-validation details (10-fold Crossvalidation)
Recall
0.8062 ± 0.0089
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7521 ± 0.094
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
0.2244 ± 0.014
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8689 ± 0.0552
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1501.4713
UserCPU time millis
20
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
UserCPU time millis training
10
Cross-validation details (10-fold Crossvalidation)