Run
3027038

Run 3027038

Task 2079 (Supervised Classification) eucalyptus Uploaded 29-06-2017 by Miguel Cachada
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Flow

weka.FilteredClassifier_Bagging_IBk(1)Weka implementation of FilteredClassifier
weka.IBk(11)_K1
weka.IBk(11)_W0
weka.IBk(11)_Atrue
weka.FilteredClassifier_Bagging_IBk(1)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_Bagging_IBk(1)_Wweka.classifiers.meta.Bagging
weka.Bagging_IBk(6)_P100
weka.Bagging_IBk(6)_S1
weka.Bagging_IBk(6)_num-slots1
weka.Bagging_IBk(6)_I10
weka.Bagging_IBk(6)_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
0.7921
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5357
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4036
Cross-validation details (10-fold Crossvalidation)
KB relative information score
338.7135
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1958
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3132
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
0.539
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.534
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2629
Cross-validation details (10-fold Crossvalidation)
Recall
0.534
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6252
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3957
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3708
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.937
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1521.5903
UserCPU time millis
580
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
570
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
10
Cross-validation details (10-fold Crossvalidation)