Run
2347385

Run 2347385

Task 2 (Supervised Classification) anneal 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
0.9405 ± 0.0388
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8523 ± 0.0452
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6293 ± 0.1119
Cross-validation details (10-fold Crossvalidation)
KB relative information score
515.2145 ± 5.5275
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0685 ± 0.008
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1343 ± 0.0012
Cross-validation details (10-fold Crossvalidation)
Number of instances
898
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.8526 ± 0.0416
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8664 ± 0.0372
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2149
Cross-validation details (10-fold Crossvalidation)
Recall
0.8664 ± 0.0372
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5101 ± 0.0583
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2582 ± 0.0024
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1755 ± 0.0131
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6795 ± 0.05
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1497.5378
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)