Run
61735

Run 61735

Task 2094 (Learning Curve) adult Uploaded 16-11-2014 by Jan van Rijn
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  • curves study_2 study_37 weka weka_3.7.12-SNAPSHOT
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Flow

weka.A1DE(2)G. Webb, J. Boughton, Z. Wang (2005). Not So Naive Bayes: Aggregating One-Dependence Estimators. Machine Learning. 58(1):5-24.
weka.A1DE(2)_F1
weka.A1DE(2)_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.

21 Evaluation measures

Area under ROC curve
0.9062 ± 0.0044
Per class
Build CPU time
0.011
Build memory
2647920523
F measure
0.842 ± 0.0059
Per class
Kappa
0.5805 ± 0.0159
KB relative information score
0.4238 ± 0.0139
Mean absolute error
0.1899 ± 0.0041
Mean prior absolute error
0.3641 ± 0
Number of instances
48842
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.85 ± 0.006
Per class
Predictive accuracy
0.8376 ± 0.0061
Prior entropy
0.7938 ± 0.0002
Recall
0.8376 ± 0.0061
Per class
Relative absolute error
0.5217 ± 0.0112
Root mean prior squared error
0.4266 ± 0.0001
Root mean squared error
0.3395 ± 0.0048
Root relative squared error
0.7957 ± 0.0112
SciMark benchmark
1591.1714