Run
281884

Run 281884

Task 4403 (Supervised Classification) bank32nh Uploaded 09-03-2015 by Joaquin Vanschoren
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Flow

weka.Bagging_REPTree(8)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.REPTree(9)_M2
weka.REPTree(9)_V0.001
weka.REPTree(9)_N3
weka.REPTree(9)_S1
weka.REPTree(9)_L-1
weka.REPTree(9)_I0.0
weka.Bagging_REPTree(8)_P100
weka.Bagging_REPTree(8)_S1
weka.Bagging_REPTree(8)_num-slots1
weka.Bagging_REPTree(8)_I80
weka.Bagging_REPTree(8)_Wweka.classifiers.trees.REPTree

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
0.8768
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.8025
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.5294
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
31254.9435
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.2663
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4281
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
81920
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8023
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.8079
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.8937
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.8079
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.6221
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4627
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.3602
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.7786
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1323.7742
UserCPU time millis
20160
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
260
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
19900
Cross-validation details (10 times 10-fold Crossvalidation)