Run
570213

Run 570213

Task 14971 (Supervised Classification) Click_prediction_small Uploaded 01-05-2016 by Jan van Rijn
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Flow

weka.IBk(7)D. Aha, D. Kibler (1991). Instance-based learning algorithms. Machine Learning. 6:37-66.
weka.IBk(7)_K2
weka.IBk(7)_W0
weka.IBk(7)_Atrue

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
0.5521
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7635
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0453
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-9213.8003
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2612
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2801
Cross-validation details (10-fold Crossvalidation)
Number of instances
39948
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.13.1.el7.x86_64]
Precision
0.7433
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8155
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8155
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9326
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.443
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1837
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1170.6164
UserCPU time millis
204030
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
204020
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
10
Cross-validation details (10-fold Crossvalidation)