Run
2347155

Run 2347155

Task 2075 (Supervised Classification) abalone 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
0.66 ± 0.0166
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2089 ± 0.0188
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1158 ± 0.022
Cross-validation details (10-fold Crossvalidation)
KB relative information score
975.8182 ± 4.9226
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0557 ± 0.0007
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0618 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
4177
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.2042 ± 0.0201
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2157 ± 0.02
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.6268
Cross-validation details (10-fold Crossvalidation)
Recall
0.2157 ± 0.02
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9013 ± 0.0116
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1757 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1838 ± 0.0016
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0458 ± 0.0094
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1513.4364
UserCPU time millis
980
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
970
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
10
Cross-validation details (10-fold Crossvalidation)