Run
3039110

Run 3039110

Task 31 (Supervised Classification) credit-g 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
0.7476
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7108
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2978
Cross-validation details (10-fold Crossvalidation)
KB relative information score
202.5135
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3198
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4202
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.7067
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.718
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.718
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.761
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4328
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9445
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1503.872
UserCPU time millis
9160
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
50
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
9110
Cross-validation details (10-fold Crossvalidation)