Run
2347169

Run 2347169

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)_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
0.9979 ± 0.0014
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9428 ± 0.0147
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9372 ± 0.0148
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1852.8073 ± 2.1338
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0216 ± 0.0029
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
0.9464 ± 0.0118
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9435 ± 0.0133
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.9435 ± 0.0133
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1197 ± 0.0159
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0951 ± 0.0087
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3172 ± 0.0289
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1544.9087
UserCPU time millis
5470
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
4460
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
1010
Cross-validation details (10-fold Crossvalidation)