Run
245431

Run 245431

Task 4651 (Supervised Classification) KDDCup09_churn Uploaded 04-03-2015 by Joaquin Vanschoren
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Flow

weka.OLM(3)Arie Ben-David (1992). Automatic Generation of Symbolic Multiattribute Ordinal Knowledge-Based DSSs: methodology and Applications. Decision Sciences. 23:1357-1372.
weka.OLM(3)_R0
weka.OLM(3)_C1
weka.OLM(3)_U0

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
0.5002
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.8907
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.0005
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
114584.4135
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.0753
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.1361
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
500000
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
0.8646
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.9247
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.3787
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.9247
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.5531
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.2609
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.2744
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
1.0518
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1380.0066
UserCPU time millis
7503720
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
1268160
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
6235560
Cross-validation details (10 times 10-fold Crossvalidation)