Run
2333354

Run 2333354

Task 3956 (Supervised Classification) AP_Breast_Prostate Uploaded 23-05-2017 by Silvia Nunes
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.9926 ± 0.0312
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9879 ± 0.0128
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9568 ± 0.0469
Cross-validation details (10-fold Crossvalidation)
KB relative information score
388.5483 ± 2.9777
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0126 ± 0.0134
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2794 ± 0.005
Cross-validation details (10-fold Crossvalidation)
Number of instances
413
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.7.0_131', 'amd64', 'Linux', '4.4.0-78-generic']
Precision
0.988 ± 0.0117
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9879 ± 0.0128
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6547
Cross-validation details (10-fold Crossvalidation)
Recall
0.9879 ± 0.0128
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0452 ± 0.0483
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.373 ± 0.0068
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1099 ± 0.082
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2946 ± 0.2212
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1150.4212
UserCPU time millis
1870
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
30
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
1840
Cross-validation details (10-fold Crossvalidation)