Run
4333905

Run 4333905

Task 2 (Supervised Classification) anneal Uploaded 05-07-2017 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_RandomSubSpace_REPTree( 1)Weka implementation of FilteredClassifier
weka.REPTree(18)_M2
weka.REPTree(18)_V0.001
weka.REPTree(18)_N3
weka.REPTree(18)_S1
weka.REPTree(18)_L-1
weka.REPTree(18)_I0.0
weka.RandomSubSpace_REPTree(9)_P0.5
weka.RandomSubSpace_REPTree(9)_S1
weka.RandomSubSpace_REPTree(9)_num-slots1
weka.RandomSubSpace_REPTree(9)_I10
weka.RandomSubSpace_REPTree(9)_Wweka.classifiers.trees.REPTree
weka.FilteredClassifier_AttributeSelectedClassifier_RandomSubSpace_REPTree(1)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_AttributeSelectedClassifier_RandomSubSpace_REPTree(1)_Wweka.classifiers.meta.AttributeSelectedClassifier
weka.AttributeSelectedClassifier_RandomSubSpace_REPTree(2)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_RandomSubSpace_REPTree(2)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_RandomSubSpace_REPTree(2)_Wweka.classifiers.meta.RandomSubSpace

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
0.9575
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8044
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4838
Cross-validation details (10-fold Crossvalidation)
KB relative information score
443.9294
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0882
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1343
Cross-validation details (10-fold Crossvalidation)
Number of instances
898
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.8436
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.843
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2149
Cross-validation details (10-fold Crossvalidation)
Recall
0.843
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6566
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2582
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1869
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7239
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1571.4355
UserCPU time millis
30
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
UserCPU time millis training
20
Cross-validation details (10-fold Crossvalidation)