Run
2345506

Run 2345506

Task 2074 (Supervised Classification) satimage Uploaded 25-05-2017 by Miguel Cachada
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)_C0.5
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
0.9233 ± 0.0092
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8537 ± 0.0166
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8193 ± 0.0196
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5294.0736 ± 11.9848
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0513 ± 0.0049
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2701 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
6430
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.8538 ± 0.0175
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8537 ± 0.0158
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.4836
Cross-validation details (10-fold Crossvalidation)
Recall
0.8537 ± 0.0158
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.19 ± 0.0181
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3675 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2122 ± 0.0112
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5773 ± 0.0304
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1500.2218
UserCPU time millis
330
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
320
Cross-validation details (10-fold Crossvalidation)