Run
1832711

Run 1832711

Task 14971 (Supervised Classification) Click_prediction_small Uploaded 13-10-2016 by Jan van Rijn
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Flow

weka.MultilayerPerceptron(4)Weka implementation of MultilayerPerceptron
weka.MultilayerPerceptron(4)_L0.3
weka.MultilayerPerceptron(4)_M0.2
weka.MultilayerPerceptron(4)_N500
weka.MultilayerPerceptron(4)_V0
weka.MultilayerPerceptron(4)_S0
weka.MultilayerPerceptron(4)_E20
weka.MultilayerPerceptron(4)_H20

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.6367
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7566
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.006
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-293.5477
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2554
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
0.7535
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8309
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8309
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9118
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3692
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9865
Cross-validation details (10-fold Crossvalidation)