Run
506291

Run 506291

Task 7293 (Supervised Classification) Click_prediction_small Uploaded 17-01-2016 by Casey Davis
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Flow

weka.MultilayerPerceptron(4)Weka implementation of MultilayerPerceptron
weka.MultilayerPerceptron(4)_L0.7153818226506615
weka.MultilayerPerceptron(4)_M0.7102650790704675
weka.MultilayerPerceptron(4)_N6184
weka.MultilayerPerceptron(4)_V8
weka.MultilayerPerceptron(4)_S1
weka.MultilayerPerceptron(4)_E51
weka.MultilayerPerceptron(4)_Ho
weka.MultilayerPerceptron(4)_Rtrue
weka.MultilayerPerceptron(4)_Dtrue

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
0.6461
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
16.794
Cross-validation details (10-fold Crossvalidation)
F measure
0.7558
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-35916.8957
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2686
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_60, amd64, Linux, 3.16.0-38-generic]
Precision
0.6923
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
0.9612
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3738
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3667
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.981
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1248.0097
Total cost
6708900
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2848210
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
550
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
2847660
Cross-validation details (10-fold Crossvalidation)