Run
89071

Run 89071

Task 7293 (Supervised Classification) Click_prediction_small Uploaded 07-12-2014 by Perry van Wesel
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Flow

weka.MultilayerPerceptron(2)Weka implementation of MultilayerPerceptron
weka.MultilayerPerceptron(2)_E20
weka.MultilayerPerceptron(2)_Gtrue
weka.MultilayerPerceptron(2)_Ha
weka.MultilayerPerceptron(2)_L1.0
weka.MultilayerPerceptron(2)_M0.1
weka.MultilayerPerceptron(2)_N200
weka.MultilayerPerceptron(2)_Rtrue
weka.MultilayerPerceptron(2)_S43125
weka.MultilayerPerceptron(2)_V0

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
0.476
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
10.8624
Cross-validation details (10-fold Crossvalidation)
F measure
0.4124
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0
KB relative information score
-451604.3957
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4292
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2795
Cross-validation details (10-fold Crossvalidation)
Number of instances
399482
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_20, amd64, Windows 7, 6.1]
Precision
0.7205
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3672
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.653
Cross-validation details (10-fold Crossvalidation)
Recall
0.3672
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.5358
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3738
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.469
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2545
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1328.7649
Total cost
4339330
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1154.4074
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
764.4049
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
390.0025
Cross-validation details (10-fold Crossvalidation)