Run
1687939

Run 1687939

Task 9979 (Supervised Classification) cardiotocography Uploaded 23-07-2016 by Jan van Rijn
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Flow

weka.Bagging_LWL_DecisionStump(3)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_LWL_DecisionStump(3)_P100
weka.Bagging_LWL_DecisionStump(3)_S1
weka.Bagging_LWL_DecisionStump(3)_num-slots1
weka.Bagging_LWL_DecisionStump(3)_I10
weka.Bagging_LWL_DecisionStump(3)_Wweka.classifiers.lazy.LWL
weka.LWL_DecisionStump(4)_Atrue
weka.LWL_DecisionStump(4)_K-1
weka.LWL_DecisionStump(4)_U0
weka.LWL_DecisionStump(4)_Wweka.classifiers.trees.DecisionStump

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.

17 Evaluation measures

Area under ROC curve
0.9997
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7394
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7631
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1487.8137
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0587
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1679
Cross-validation details (10-fold Crossvalidation)
Number of instances
2126
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6999
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8072
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.9174
Cross-validation details (10-fold Crossvalidation)
Recall
0.8072
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3493
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2897
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1648
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5689
Cross-validation details (10-fold Crossvalidation)