Run
2347415

Run 2347415

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)_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
0.9882 ± 0.0041
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7629 ± 0.0465
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7563 ± 0.0417
Cross-validation details (10-fold Crossvalidation)
KB relative information score
528.0819 ± 0.9527
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0373 ± 0.0017
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
0.8323 ± 0.0594
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7804 ± 0.0368
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.8572
Cross-validation details (10-fold Crossvalidation)
Recall
0.7804 ± 0.0368
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3878 ± 0.0181
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
0.1285 ± 0.0044
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5865 ± 0.0199
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1545.9835
UserCPU time millis
160
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
150
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
10
Cross-validation details (10-fold Crossvalidation)