Run
2347159

Run 2347159

Task 2 (Supervised Classification) anneal Uploaded 26-05-2017 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_IBk(2)Weka implementation of AttributeSelectedClassifier
weka.IBk(11)_Itrue
weka.IBk(11)_K20
weka.IBk(11)_W0
weka.IBk(11)_Atrue
weka.AttributeSelectedClassifier_IBk(2)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_IBk(2)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_IBk(2)_Wweka.classifiers.lazy.IBk

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
0.9479 ± 0.0365
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8816 ± 0.0332
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7031 ± 0.0816
Cross-validation details (10-fold Crossvalidation)
KB relative information score
540.1716 ± 5.7668
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0647 ± 0.0082
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1343 ± 0.0012
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
0.8826 ± 0.0265
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8898 ± 0.0266
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2149
Cross-validation details (10-fold Crossvalidation)
Recall
0.8898 ± 0.0266
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4818 ± 0.0593
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2582 ± 0.0024
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1688 ± 0.0138
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6537 ± 0.0527
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1408.5944
UserCPU time millis
90
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
90
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (10-fold Crossvalidation)