Run
2347192

Run 2347192

Task 2074 (Supervised Classification) satimage Uploaded 26-05-2017 by Miguel Cachada
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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
0.9892 ± 0.0024
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8952 ± 0.0138
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8719 ± 0.0165
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5592.3677 ± 7.5288
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0475 ± 0.0035
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
0.8953 ± 0.0135
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8966 ± 0.0133
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.4836
Cross-validation details (10-fold Crossvalidation)
Recall
0.8966 ± 0.0133
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.176 ± 0.0129
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3675 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1549 ± 0.0081
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4216 ± 0.0221
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1427.3839
UserCPU time millis
5710
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
5600
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
110
Cross-validation details (10-fold Crossvalidation)