Run
503589

Run 503589

Task 2094 (Learning Curve) adult Uploaded 29-12-2015 by Joaquin Vanschoren
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Flow

weka.DecisionTable_BestFirst(6)Ron Kohavi: The Power of Decision Tables. In: 8th European Conference on Machine Learning, 174-189, 1995.
weka.BestFirst(4)_D1
weka.BestFirst(4)_N5
weka.DecisionTable_BestFirst(6)_Sweka.attributeSelection.BestFirst
weka.DecisionTable_BestFirst(6)_X1

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
0.8866 ± 0.0061
Per class
F measure
0.8339 ± 0.0035
Per class
Kappa
0.5266 ± 0.0099
KB relative information score
17536.2997 ± 46.3198
Mean absolute error
0.2206 ± 0.0024
Mean prior absolute error
0.3641 ± 0
Number of instances
48842
Per class
OS information
[Oracle Corporation, 1.8.0_65, amd64, Linux, 2.6.32-573.8.1.el6.x86_64]
Precision
0.8334 ± 0.0039
Per class
Predictive accuracy
0.8417 ± 0.0035
Prior entropy
0.7939
Recall
0.8417 ± 0.0035
Per class
Relative absolute error
0.606 ± 0.0067
Root mean prior squared error
0.4266 ± 0.0001
Root mean squared error
0.3305 ± 0.0031
Root relative squared error
0.7747 ± 0.0074
SciMark benchmark
571.0353
UserCPU time millis
10840
UserCPU time millis testing
90
UserCPU time millis training
10750