DEVELOPMENT... OpenML
Run
187624

Run 187624

Task 3844 (Supervised Classification) kdd_internet_usage Uploaded 25-02-2015 by Felicia West
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Flow

weka.A1DE(4)G. Webb, J. Boughton, Z. Wang (2005). Not So Naive Bayes: Aggregating One-Dependence Estimators. Machine Learning. 58(1):5-24.
weka.A1DE(4)_F1
weka.A1DE(4)_M1.0

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
0.9281
Per class
F measure
0.8687
Per class
Kappa
0.6727
KB relative information score
6023.7096
Mean absolute error
0.1476
Mean prior absolute error
0.3929
Number of instances
10108
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8732
Per class
Predictive accuracy
0.8663
Prior entropy
0.8395
Recall
0.8663
Per class
Relative absolute error
0.3756
Root mean prior squared error
0.4432
Root mean squared error
0.3232
Root relative squared error
0.7293
SciMark benchmark
1368.9272
UserCPU time millis
650
UserCPU time millis testing
540
UserCPU time millis training
110

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