Run
2338227

Run 2338227

Task 15 (Supervised Classification) breast-w Uploaded 24-05-2017 by Miguel Cachada
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Flow

weka.AttributeSelectedClassifier_J48(2)Weka implementation of AttributeSelectedClassifier
weka.J48(38)_C0.01
weka.J48(38)_M2
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
0.9505 ± 0.0212
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.946 ± 0.02
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8815 ± 0.0439
Cross-validation details (10-fold Crossvalidation)
KB relative information score
579.0618 ± 3.0546
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0825 ± 0.0178
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4519 ± 0.0014
Cross-validation details (10-fold Crossvalidation)
Number of instances
699
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.9475 ± 0.0193
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9456 ± 0.0201
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9297
Cross-validation details (10-fold Crossvalidation)
Recall
0.9456 ± 0.0201
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1826 ± 0.0395
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4753 ± 0.0015
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2233 ± 0.046
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4698 ± 0.0969
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1784.9612
UserCPU time millis
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
10
Cross-validation details (10-fold Crossvalidation)