Run
2347145

Run 2347145

Task 41 (Supervised Classification) soybean 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
0.9908 ± 0.0061
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8892 ± 0.0237
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8809 ± 0.0271
Cross-validation details (10-fold Crossvalidation)
KB relative information score
612.9359 ± 0.9658
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0164 ± 0.0025
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0961 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
683
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.8991 ± 0.0161
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8917 ± 0.0247
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.8572
Cross-validation details (10-fold Crossvalidation)
Recall
0.8917 ± 0.0247
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1709 ± 0.0262
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2191 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0904 ± 0.0085
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4125 ± 0.0386
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1471.9201
UserCPU time millis
60
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
50
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
10
Cross-validation details (10-fold Crossvalidation)