Run
2333380

Run 2333380

Task 3970 (Supervised Classification) AP_Lung_Uterus Uploaded 23-05-2017 by Silvia Nunes
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Flow

weka.AttributeSelectedClassifier_J48(2)Weka implementation of AttributeSelectedClassifier
weka.J48(38)_C0.25
weka.J48(38)_M2
weka.AttributeSelectedClassifier_J48(2)_Eweka.attributeSelection.CorrelationAttributeEval
weka.AttributeSelectedClassifier_J48(2)_Sweka.attributeSelection.Ranker -T -1.7976931348623157E308 -N -1
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
0.9596 ± 0.0237
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.928 ± 0.0415
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.856 ± 0.0824
Cross-validation details (10-fold Crossvalidation)
KB relative information score
214.8703 ± 1.96
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0698 ± 0.0387
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5 ± 0.0002
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.7.0_131', 'amd64', 'Linux', '4.4.0-78-generic']
Precision
0.9281 ± 0.0384
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.928 ± 0.0413
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.928 ± 0.0413
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1396 ± 0.0773
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5 ± 0.0002
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.254 ± 0.0969
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.508 ± 0.1939
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1150.4212
UserCPU time millis
1540
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
20
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
1520
Cross-validation details (10-fold Crossvalidation)