Run
3840996

Run 3840996

Task 2076 (Supervised Classification) kropt Uploaded 03-07-2017 by Miguel Cachada
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.FilteredClassifier_AttributeSelectedClassifier_PART(1)Weka implementation of FilteredClassifier
weka.PART(6)_C0.25
weka.PART(6)_M2
weka.PART(6)_Q1
weka.FilteredClassifier_AttributeSelectedClassifier_PART(1)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_AttributeSelectedClassifier_PART(1)_Wweka.classifiers.meta.AttributeSelectedClassifier
weka.AttributeSelectedClassifier_PART(2)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_PART(2)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_PART(2)_Wweka.classifiers.rules.PART

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
0.8762
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5424
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4895
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15812.7268
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0586
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0995
Cross-validation details (10-fold Crossvalidation)
Number of instances
28056
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.5438
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5441
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.5053
Cross-validation details (10-fold Crossvalidation)
Recall
0.5441
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.589
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2231
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1885
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8449
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1435.8202
UserCPU time millis
12430
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
1100
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
11330
Cross-validation details (10-fold Crossvalidation)