Run
554304

Run 554304

Task 3844 (Supervised Classification) kdd_internet_usage Uploaded 10-04-2016 by Martijn Post
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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
0.8629
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8867
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7091
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5660.7188
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1806
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3929
Cross-validation details (10-fold Crossvalidation)
Number of instances
10108
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_66, amd64, Windows 10, 10.0]
Precision
0.8862
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8878
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8395
Cross-validation details (10-fold Crossvalidation)
Recall
0.8878
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4597
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4432
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3047
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6873
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1834.908
UserCPU time millis
1859.375
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
1859.375
Cross-validation details (10-fold Crossvalidation)