Run
2347125

Run 2347125

Task 20 (Supervised Classification) mfeat-pixel 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
0.9953 ± 0.003
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9572 ± 0.0141
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9528 ± 0.0153
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1907.7047 ± 1.8844
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0125 ± 0.002
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
2000
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.9598 ± 0.0118
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9575 ± 0.0138
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.9575 ± 0.0138
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0697 ± 0.0112
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0817 ± 0.0092
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2724 ± 0.0308
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1523.7851
UserCPU time millis
5590
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
4170
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
1420
Cross-validation details (10-fold Crossvalidation)