Run
265930

Run 265930

Task 256 (Supervised Classification) nursery Uploaded 05-03-2015 by Joaquin Vanschoren
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Flow

weka.LBR(3)Zijian Zheng, G. Webb (2000). Lazy Learning of Bayesian Rules. Machine Learning. 4(1):53-84.

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
0.9968
Per class
Cross-validation details (33% Holdout set)
F measure
0.9655
Per class
Cross-validation details (33% Holdout set)
Kappa
0.9521
Cross-validation details (33% Holdout set)
KB relative information score
3659.323
Cross-validation details (33% Holdout set)
Mean absolute error
0.0547
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.273
Cross-validation details (33% Holdout set)
Number of instances
4276
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9677
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.9675
Cross-validation details (33% Holdout set)
Prior entropy
1.7176
Cross-validation details (33% Holdout set)
Recall
0.9675
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.2004
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.3694
Cross-validation details (33% Holdout set)
Root mean squared error
0.1324
Cross-validation details (33% Holdout set)
Root relative squared error
0.3584
Cross-validation details (33% Holdout set)
SciMark benchmark
1034.2235
UserCPU time millis
437750
Cross-validation details (33% Holdout set)
UserCPU time millis testing
437730
Cross-validation details (33% Holdout set)
UserCPU time millis training
20
Cross-validation details (33% Holdout set)