Run
2928748

Run 2928748

Task 21 (Supervised Classification) car Uploaded 28-06-2017 by Miguel Cachada
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Flow

weka.FilteredClassifier_DecisionStump(1)Weka implementation of FilteredClassifier
weka.FilteredClassifier_DecisionStump(1)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_DecisionStump(1)_Wweka.classifiers.trees.DecisionStump

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
0.7069 ± 0.0187
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5768 ± 0.0022
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
167.6977 ± 4.5299
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1963 ± 0.0063
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
0.4903 ± 0.0024
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7002 ± 0.0017
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2099
Cross-validation details (10-fold Crossvalidation)
Recall
0.7002 ± 0.0017
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8575 ± 0.0281
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
0.3125 ± 0.0035
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9244 ± 0.011
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1403.0099
UserCPU time millis
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (10-fold Crossvalidation)