Run
1762793

Run 1762793

Task 14971 (Supervised Classification) Click_prediction_small Uploaded 25-07-2016 by Jan van Rijn
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Flow

weka.LWL_RandomTree(3)Eibe Frank, Mark Hall, Bernhard Pfahringer: Locally Weighted Naive Bayes. In: 19th Conference in Uncertainty in Artificial Intelligence, 249-256, 2003. C. Atkeson, A. Moore, S. Schaal (1996). Locally weighted learning. AI Review..
weka.RandomTree(11)_K0
weka.RandomTree(11)_M1.0
weka.RandomTree(11)_V0.001
weka.RandomTree(11)_S1
weka.LWL_RandomTree(3)_Atrue
weka.LWL_RandomTree(3)_K-1
weka.LWL_RandomTree(3)_U0
weka.LWL_RandomTree(3)_Wweka.classifiers.trees.RandomTree

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.

17 Evaluation measures

Area under ROC curve
0.5511
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7468
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1006
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-4191.2533
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2547
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)
Precision
0.7481
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7455
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.7455
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9094
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5044
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3477
Cross-validation details (10-fold Crossvalidation)
Total cost