Run
3045621

Run 3045621

Task 37 (Supervised Classification) diabetes 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
0.8258
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7569
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.461
Cross-validation details (10-fold Crossvalidation)
KB relative information score
274.3531
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2934
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4545
Cross-validation details (10-fold Crossvalidation)
Number of instances
768
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.7557
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7591
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.7591
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6457
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4036
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8468
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1452.4084
UserCPU time millis
2140
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
20
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
2120
Cross-validation details (10-fold Crossvalidation)