Run
2347198

Run 2347198

Task 6 (Supervised Classification) letter Uploaded 26-05-2017 by Miguel Cachada
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Flow

weka.AttributeSelectedClassifier_IBk(2)Weka implementation of AttributeSelectedClassifier
weka.IBk(11)_K1
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
0.9867 ± 0.0025
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9602 ± 0.0054
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9586 ± 0.0056
Cross-validation details (10-fold Crossvalidation)
KB relative information score
19242.1638 ± 10.1409
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0032 ± 0.0004
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.074 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
20000
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.9605 ± 0.0053
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9602 ± 0.0054
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.6998
Cross-validation details (10-fold Crossvalidation)
Recall
0.9602 ± 0.0054
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0428 ± 0.0052
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1923 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0534 ± 0.0037
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2776 ± 0.019
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1469.3341
UserCPU time millis
18640
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
18520
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
120
Cross-validation details (10-fold Crossvalidation)