Run
3029942

Run 3029942

Task 15 (Supervised Classification) breast-w Uploaded 29-06-2017 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
0.9915
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.96
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9115
Cross-validation details (10-fold Crossvalidation)
KB relative information score
615.9437
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0557
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.452
Cross-validation details (10-fold Crossvalidation)
Number of instances
699
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.96
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9599
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9297
Cross-validation details (10-fold Crossvalidation)
Recall
0.9599
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1233
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4753
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1715
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3608
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1559.0677
UserCPU time millis
1600
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
1600
Cross-validation details (10-fold Crossvalidation)