Run
229233

Run 229233

Task 3780 (Supervised Classification) fri_c1_1000_25 Uploaded 02-03-2015 by Joaquin Vanschoren
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Flow

weka.Bagging_REPTree(9)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_REPTree(9)_P100
weka.Bagging_REPTree(9)_S1
weka.Bagging_REPTree(9)_num-slots1
weka.Bagging_REPTree(9)_I10

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
0.9567
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8925
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7828
Cross-validation details (10-fold Crossvalidation)
KB relative information score
662.2713
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1802
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4958
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8943
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.893
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9939
Cross-validation details (10-fold Crossvalidation)
Recall
0.893
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3636
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4979
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2859
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5742
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1327.4647
UserCPU time millis
130
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
130
Cross-validation details (10-fold Crossvalidation)