Run
3024709

Run 3024709

Task 2074 (Supervised Classification) satimage Uploaded 29-06-2017 by Miguel Cachada
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Flow

weka.FilteredClassifier_AdaBoostM1_RandomTree(1)Weka implementation of FilteredClassifier
weka.RandomTree(14)_K0
weka.RandomTree(14)_M1.0
weka.RandomTree(14)_V0.001
weka.RandomTree(14)_S1
weka.AdaBoostM1_RandomTree(5)_P100
weka.AdaBoostM1_RandomTree(5)_S1
weka.AdaBoostM1_RandomTree(5)_I10
weka.AdaBoostM1_RandomTree(5)_Wweka.classifiers.trees.RandomTree
weka.FilteredClassifier_AdaBoostM1_RandomTree(1)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_AdaBoostM1_RandomTree(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
0.9095
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.851
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8151
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5287.242
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.05
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2701
Cross-validation details (10-fold Crossvalidation)
Number of instances
6430
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.8519
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8501
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.4836
Cross-validation details (10-fold Crossvalidation)
Recall
0.8501
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.185
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3675
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2235
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6083
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1685.8716
UserCPU time millis
40
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
20
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
20
Cross-validation details (10-fold Crossvalidation)