Run
2347196

Run 2347196

Task 2079 (Supervised Classification) eucalyptus 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)_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
0.7823 ± 0.0376
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4344 ± 0.0373
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2811 ± 0.0435
Cross-validation details (10-fold Crossvalidation)
KB relative information score
229.9656 ± 2.1139
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2556 ± 0.0066
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3132 ± 0.0003
Cross-validation details (10-fold Crossvalidation)
Number of instances
736
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.4924 ± 0.0464
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4511 ± 0.031
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2629
Cross-validation details (10-fold Crossvalidation)
Recall
0.4511 ± 0.031
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8162 ± 0.0213
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3957 ± 0.0004
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3655 ± 0.0087
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9238 ± 0.0224
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1472.2949
UserCPU time millis
70
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
60
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
10
Cross-validation details (10-fold Crossvalidation)