Run
496655

Run 496655

Task 10056 (Learning Curve) kdd_internet_usage Uploaded 03-12-2015 by Joaquin Vanschoren
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Flow

weka.JRip(5)William W. Cohen: Fast Effective Rule Induction. In: Twelfth International Conference on Machine Learning, 115-123, 1995.
weka.JRip(5)_F3
weka.JRip(5)_N2.0
weka.JRip(5)_O2
weka.JRip(5)_S1

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
0.8572 ± 0.0164
Per class
F measure
0.8835 ± 0.0091
Per class
Kappa
0.7001 ± 0.0232
KB relative information score
5596.7516 ± 24.1093
Mean absolute error
0.1828 ± 0.0089
Mean prior absolute error
0.3929 ± 0.0002
Number of instances
10108
Per class
OS information
[Oracle Corporation, 1.8.0_45, amd64, Linux, 2.6.32-504.8.1.el6.x86_64]
Precision
0.8829 ± 0.0093
Per class
Predictive accuracy
0.8848 ± 0.0093
Prior entropy
0.8395
Recall
0.8848 ± 0.0093
Per class
Relative absolute error
0.4652 ± 0.0226
Root mean prior squared error
0.4432 ± 0.0002
Root mean squared error
0.3084 ± 0.0123
Root relative squared error
0.6957 ± 0.0278
SciMark benchmark
1016.2024
UserCPU time millis
3450
UserCPU time millis testing
10
UserCPU time millis training
3440