Run
6060363

Run 6060363

Task 2075 (Supervised Classification) abalone Uploaded 03-08-2017 by Miguel Cachada
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Flow

weka.AttributeSelectedClassifier_IBk(2)Weka implementation of AttributeSelectedClassifier
weka.IBk(11)_K26
weka.IBk(11)_Etrue
weka.IBk(11)_W0
weka.IBk(11)_Xtrue
weka.IBk(11)_Atrue
weka.AttributeSelectedClassifier_IBk(2)_Eweka.attributeSelection.CfsSubsetEval -M -P 1 -E 1
weka.AttributeSelectedClassifier_IBk(2)_Sweka.attributeSelection.GreedyStepwise -B -C -T -1.7976931348623157E308 -N 402 -num-slots 1
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
0.718
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2334
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1513
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1028.8699
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0558
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0618
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
0.2277
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.259
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.6268
Cross-validation details (10-fold Crossvalidation)
Recall
0.259
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9026
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1757
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1708
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9722
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1835.7844
UserCPU time millis
1620
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
1600
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
20
Cross-validation details (10-fold Crossvalidation)