Run
2347153

Run 2347153

Task 2073 (Supervised Classification) yeast 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
0.7952 ± 0.0283
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5646 ± 0.0394
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4432 ± 0.0536
Cross-validation details (10-fold Crossvalidation)
KB relative information score
728.7227 ± 4.5107
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0993 ± 0.0045
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1555 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
Number of instances
1484
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.5606 ± 0.0399
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5714 ± 0.0409
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5035
Cross-validation details (10-fold Crossvalidation)
Recall
0.5714 ± 0.0409
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6385 ± 0.0286
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2787 ± 0.0002
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2436 ± 0.0089
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8739 ± 0.032
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1415.5882
UserCPU time millis
240
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
230
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
10
Cross-validation details (10-fold Crossvalidation)