Run
580281

Run 580281

Task 26 (Supervised Classification) nursery Uploaded 06-06-2016 by Jan van Rijn
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Flow

weka.Bagging_JRip(3)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.JRip(5)_F3
weka.JRip(5)_N2.0
weka.JRip(5)_O2
weka.JRip(5)_S1
weka.Bagging_JRip(3)_P100
weka.Bagging_JRip(3)_S1
weka.Bagging_JRip(3)_num-slots1
weka.Bagging_JRip(3)_I10
weka.Bagging_JRip(3)_Wweka.classifiers.rules.JRip

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
0.9975
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9783
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9694
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12264.4759
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0181
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.273
Cross-validation details (10-fold Crossvalidation)
Number of instances
12960
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_101, amd64, Linux, 3.13.0-86-generic]
Precision
0.9787
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9792
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7176
Cross-validation details (10-fold Crossvalidation)
Recall
0.9792
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0663
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3695
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0836
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2262
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1776.9115
UserCPU time millis
149810
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
300
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
149510
Cross-validation details (10-fold Crossvalidation)