Run
2347126

Run 2347126

Task 21 (Supervised Classification) car 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
0.997 ± 0.0013
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.923 ± 0.0151
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8514 ± 0.0238
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1092.6683 ± 3.3804
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1118 ± 0.0044
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.229 ± 0.0006
Cross-validation details (10-fold Crossvalidation)
Number of instances
1728
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.9395 ± 0.0233
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9346 ± 0.0105
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2099
Cross-validation details (10-fold Crossvalidation)
Recall
0.9346 ± 0.0105
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4884 ± 0.0196
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3381 ± 0.0008
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1952 ± 0.0051
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5772 ± 0.0156
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1595.5784
UserCPU time millis
330
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
320
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
10
Cross-validation details (10-fold Crossvalidation)