Run
580197

Run 580197

Task 2 (Supervised Classification) anneal Uploaded 06-06-2016 by Jan van Rijn
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Flow

weka.Bagging_J48(5)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.J48(33)_C0.25
weka.J48(33)_M2
weka.Bagging_J48(5)_P100
weka.Bagging_J48(5)_S1
weka.Bagging_J48(5)_num-slots1
weka.Bagging_J48(5)_I10
weka.Bagging_J48(5)_Wweka.classifiers.trees.J48

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
0.9851
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9351
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8378
Cross-validation details (10-fold Crossvalidation)
KB relative information score
679.0712
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0422
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1343
Cross-validation details (10-fold Crossvalidation)
Number of instances
898
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_101, amd64, Linux, 3.13.0-86-generic]
Precision
0.9364
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9376
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2149
Cross-validation details (10-fold Crossvalidation)
Recall
0.9376
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3142
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2582
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1269
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4914
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1802.3843
UserCPU time millis
200
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
30
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
170
Cross-validation details (10-fold Crossvalidation)