Run
2345546

Run 2345546

Task 15 (Supervised Classification) breast-w Uploaded 25-05-2017 by Miguel Cachada
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Flow

weka.AttributeSelectedClassifier_J48(2)Weka implementation of AttributeSelectedClassifier
weka.J48(38)_C0.01
weka.J48(38)_M10
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 ± 0.0237
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9388 ± 0.0224
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8653 ± 0.0498
Cross-validation details (10-fold Crossvalidation)
KB relative information score
558.8297 ± 3.265
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0972 ± 0.0196
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
0.9396 ± 0.0224
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9385 ± 0.0224
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9297
Cross-validation details (10-fold Crossvalidation)
Recall
0.9385 ± 0.0224
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.215 ± 0.0434
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
0.2339 ± 0.0482
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4921 ± 0.102
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1558.5083
UserCPU time millis
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (10-fold Crossvalidation)