Run
2333620

Run 2333620

Task 2079 (Supervised Classification) eucalyptus Uploaded 23-05-2017 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)_C0.25
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
0.8233 ± 0.0424
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5945 ± 0.0539
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4845 ± 0.0773
Cross-validation details (10-fold Crossvalidation)
KB relative information score
375.4298 ± 4.0268
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1814 ± 0.0158
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3132 ± 0.0003
Cross-validation details (10-fold Crossvalidation)
Number of instances
736
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.607 ± 0.0589
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6033 ± 0.0613
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2629
Cross-validation details (10-fold Crossvalidation)
Recall
0.6033 ± 0.0613
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.579 ± 0.0508
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3957 ± 0.0004
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3424 ± 0.0304
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8654 ± 0.0773
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1562.3934
UserCPU time millis
30
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
30
Cross-validation details (10-fold Crossvalidation)