Run
503742

Run 503742

Task 10056 (Learning Curve) kdd_internet_usage 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
0.944 ± 0.0077
Per class
F measure
0.8893 ± 0.0092
Per class
Kappa
0.7136 ± 0.0242
KB relative information score
5777.3693 ± 20.098
Mean absolute error
0.1686 ± 0.0079
Mean prior absolute error
0.3929 ± 0.0002
Number of instances
10108
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8893 ± 0.0092
Per class
Predictive accuracy
0.8915 ± 0.009
Prior entropy
0.8395
Recall
0.8915 ± 0.009
Per class
Relative absolute error
0.429 ± 0.0201
Root mean prior squared error
0.4432 ± 0.0002
Root mean squared error
0.283 ± 0.0094
Root relative squared error
0.6385 ± 0.0212
SciMark benchmark
945.0828
UserCPU time millis
23280
UserCPU time millis testing
30
UserCPU time millis training
23250