Run
3770277

Run 3770277

Task 2076 (Supervised Classification) kropt Uploaded 03-07-2017 by Miguel Cachada
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Flow

weka.FilteredClassifier_Bagging_LMT(1)Weka implementation of FilteredClassifier
weka.LMT(6)_I-1
weka.LMT(6)_M15
weka.LMT(6)_W0.0
weka.FilteredClassifier_Bagging_LMT(1)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_Bagging_LMT(1)_Wweka.classifiers.meta.Bagging
weka.Bagging_LMT(4)_P100
weka.Bagging_LMT(4)_S1
weka.Bagging_LMT(4)_num-slots1
weka.Bagging_LMT(4)_I10
weka.Bagging_LMT(4)_Wweka.classifiers.trees.LMT

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
0.9467 ± 0.0036
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7242 ± 0.0083
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6921 ± 0.0094
Cross-validation details (10-fold Crossvalidation)
KB relative information score
20381.8508 ± 17.6832
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0406 ± 0.0006
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0995 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
28056
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.7248 ± 0.008
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7246 ± 0.0085
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.5053
Cross-validation details (10-fold Crossvalidation)
Recall
0.7246 ± 0.0085
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4075 ± 0.0063
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2231 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1497 ± 0.0022
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6712 ± 0.01
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1410.1883
UserCPU time millis
8233430
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
3300
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
8230130
Cross-validation details (10-fold Crossvalidation)