Run
66024

Run 66024

Task 7293 (Supervised Classification) Click_prediction_small Uploaded 26-11-2014 by Olav Bunte
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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)_L0.42
weka.MultilayerPerceptron(2)_M0.42
weka.MultilayerPerceptron(2)_N650
weka.MultilayerPerceptron(2)_Rtrue
weka.MultilayerPerceptron(2)_S5318008
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.

21 Evaluation measures

Area under ROC curve
0.6227
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
16.7683
Cross-validation details (10-fold Crossvalidation)
Build CPU time
130.0004
Cross-validation details (10-fold Crossvalidation)
Build memory
966679474.648
Cross-validation details (10-fold Crossvalidation)
F measure
0.7563
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0023
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-135378.4254
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3064
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
0.7842
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8321
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.653
Cross-validation details (10-fold Crossvalidation)
Recall
0.8321
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0963
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3738
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3829
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0243
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
416.2493
Total cost
6698630
Cross-validation details (10-fold Crossvalidation)