Run
2347184

Run 2347184

Task 41 (Supervised Classification) soybean Uploaded 26-05-2017 by Miguel Cachada
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.AttributeSelectedClassifier_IBk(2)Weka implementation of AttributeSelectedClassifier
weka.IBk(11)_Itrue
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
0.9874 ± 0.005
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7983 ± 0.0584
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7891 ± 0.0555
Cross-validation details (10-fold Crossvalidation)
KB relative information score
545.2028 ± 1.0526
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0327 ± 0.0024
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
0.8515 ± 0.0637
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8097 ± 0.0496
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.8572
Cross-validation details (10-fold Crossvalidation)
Recall
0.8097 ± 0.0496
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3402 ± 0.0251
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
0.1227 ± 0.0066
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5601 ± 0.03
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1535.4793
UserCPU time millis
170
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
120
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
50
Cross-validation details (10-fold Crossvalidation)