Run
2955049

Run 2955049

Task 37 (Supervised Classification) diabetes Uploaded 28-06-2017 by Miguel Cachada
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.FilteredClassifier_Bagging_DecisionStump(1)Weka implementation of FilteredClassifier
weka.Bagging_DecisionStump(6)_P100
weka.Bagging_DecisionStump(6)_S1
weka.Bagging_DecisionStump(6)_num-slots1
weka.Bagging_DecisionStump(6)_I10
weka.Bagging_DecisionStump(6)_Wweka.classifiers.trees.DecisionStump
weka.FilteredClassifier_Bagging_DecisionStump(1)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_Bagging_DecisionStump(1)_Wweka.classifiers.meta.Bagging

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
0.7529
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7174
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3684
Cross-validation details (10-fold Crossvalidation)
KB relative information score
131.8655
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3835
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
0.716
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.724
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.724
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8439
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4315
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9053
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1597.8114
UserCPU time millis
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (10-fold Crossvalidation)