Run
574623

Run 574623

Task 2077 (Supervised Classification) baseball Uploaded 31-05-2016 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
0.9071
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.923
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5399
Cross-validation details (10-fold Crossvalidation)
KB relative information score
527.6114
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0616
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1164
Cross-validation details (10-fold Crossvalidation)
Number of instances
1340
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.13.1.el7.x86_64]
Precision
0.9188
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9328
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5456
Cross-validation details (10-fold Crossvalidation)
Recall
0.9328
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5296
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2405
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.183
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7609
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1356.4106
UserCPU time millis
1650
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
1640
Cross-validation details (10-fold Crossvalidation)