Run
3021414

Run 3021414

Task 26 (Supervised Classification) nursery Uploaded 29-06-2017 by Miguel Cachada
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Flow

weka.FilteredClassifier_AdaBoostM1_NaiveBayes(1)Weka implementation of FilteredClassifier
weka.AdaBoostM1_NaiveBayes(5)_P100
weka.AdaBoostM1_NaiveBayes(5)_S1
weka.AdaBoostM1_NaiveBayes(5)_I10
weka.AdaBoostM1_NaiveBayes(5)_Wweka.classifiers.bayes.NaiveBayes
weka.FilteredClassifier_AdaBoostM1_NaiveBayes(1)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_AdaBoostM1_NaiveBayes(1)_Wweka.classifiers.meta.AdaBoostM1

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
0.9855
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9197
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8822
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11068.9011
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0483
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.273
Cross-validation details (10-fold Crossvalidation)
Number of instances
12960
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.92
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9196
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7176
Cross-validation details (10-fold Crossvalidation)
Recall
0.9196
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1768
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3695
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1558
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4217
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1544.1293
UserCPU time millis
1260
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
370
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
890
Cross-validation details (10-fold Crossvalidation)