Run
61740

Run 61740

Task 1764 (Learning Curve) electricity 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
0.8778 ± 0.0056
Per class
Build CPU time
0.0228
Build memory
2792425472.6
F measure
0.7976 ± 0.005
Per class
Kappa
0.5842 ± 0.0105
KB relative information score
0.4757 ± 0.0085
Mean absolute error
0.2658 ± 0.004
Mean prior absolute error
0.4886 ± 0
Number of instances
45312
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.7978 ± 0.0048
Per class
Predictive accuracy
0.7986 ± 0.0047
Prior entropy
0.9835 ± 0
Recall
0.7986 ± 0.0047
Per class
Relative absolute error
0.5439 ± 0.0082
Root mean prior squared error
0.4943 ± 0
Root mean squared error
0.3735 ± 0.0047
Root relative squared error
0.7557 ± 0.0094
SciMark benchmark
1591.1714