Run
1674024

Run 1674024

Task 3964 (Supervised Classification) OVA_Lung Uploaded 22-07-2016 by Jan van Rijn
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Flow

weka.Bagging_IBk(3)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.IBk(7)_K1
weka.IBk(7)_W0
weka.IBk(7)_Atrue
weka.Bagging_IBk(3)_P100
weka.Bagging_IBk(3)_S1
weka.Bagging_IBk(3)_num-slots1
weka.Bagging_IBk(3)_I10
weka.Bagging_IBk(3)_Wweka.classifiers.lazy.IBk

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
0.9256
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9688
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7869
Cross-validation details (10-fold Crossvalidation)
KB relative information score
941.2279
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0404
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1503
Cross-validation details (10-fold Crossvalidation)
Number of instances
1545
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9685
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9696
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4095
Cross-validation details (10-fold Crossvalidation)
Recall
0.9696
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2687
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2737
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1662
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6072
Cross-validation details (10-fold Crossvalidation)