Run
286605

Run 286605

Task 4651 (Supervised Classification) KDDCup09_churn Uploaded 12-03-2015 by Jan van Rijn
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Flow

weka.FURIA(1)Jens Christian Huehn, Eyke Huellermeier (2009). FURIA: An Algorithm for Unordered Fuzzy Rule Induction. Data Mining and Knowledge Discovery..
weka.FURIA(1)_F3
weka.FURIA(1)_N2.0
weka.FURIA(1)_O2
weka.FURIA(1)_S1
weka.FURIA(1)_s0
weka.FURIA(1)_p0

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
0.5005
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.8912
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
123946.4598
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.0735
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
0.8585
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.9266
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.3787
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.9266
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.5397
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
0.271
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
1.0388
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1316.9728
UserCPU time millis
6960730
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
1330
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
6959400
Cross-validation details (10 times 10-fold Crossvalidation)