Run
228290

Run 228290

Task 4653 (Supervised Classification) KDDCup09_upselling Uploaded 01-03-2015 by Jan van Rijn
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Flow

weka.NaiveBayes(10)George H. John, Pat Langley: Estimating Continuous Distributions in Bayesian Classifiers. In: Eleventh Conference on Uncertainty in Artificial Intelligence, San Mateo, 338-345, 1995.

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
0.6724
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.7218
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.0892
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
-1579361.1032
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.3681
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.1364
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
0.8939
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.6346
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.3794
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.6346
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
2.698
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.2612
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.5555
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
2.1269
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1368.9272
UserCPU time millis
3250
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
1580
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
1670
Cross-validation details (10 times 10-fold Crossvalidation)