Run
2347154

Run 2347154

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)_K5
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
0.9852 ± 0.0021
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9064 ± 0.0123
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8851 ± 0.0153
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5717.6581 ± 7.2096
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0391 ± 0.0037
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
0.9062 ± 0.0119
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.907 ± 0.0123
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.4836
Cross-validation details (10-fold Crossvalidation)
Recall
0.907 ± 0.0123
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1448 ± 0.0137
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3675 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1504 ± 0.0079
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4093 ± 0.0215
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1445.9633
UserCPU time millis
5210
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
5080
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
130
Cross-validation details (10-fold Crossvalidation)