Run
503731

Run 503731

Task 10057 (Learning Curve) kdd_ipums_la_97-small 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
0.9826 ± 0.0049
Per class
F measure
0.9742 ± 0.0039
Per class
Kappa
0.9449 ± 0.0083
KB relative information score
6378.0923 ± 3.8411
Mean absolute error
0.0478 ± 0.0022
Mean prior absolute error
0.466 ± 0.0002
Number of instances
7019
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9748 ± 0.0036
Per class
Predictive accuracy
0.9741 ± 0.004
Prior entropy
0.9504
Recall
0.9741 ± 0.004
Per class
Relative absolute error
0.1025 ± 0.0046
Root mean prior squared error
0.4827 ± 0.0002
Root mean squared error
0.1539 ± 0.0093
Root relative squared error
0.3189 ± 0.0194
SciMark benchmark
903.7858
UserCPU time millis
3180
UserCPU time millis testing
10
UserCPU time millis training
3170