Run
89105

Run 89105

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

weka.CostSensitiveClassifier_MultilayerPerceptron(1)Weka implementation of CostSensitiveClassifier
weka.MultilayerPerceptron(2)_E20
weka.MultilayerPerceptron(2)_Ha
weka.MultilayerPerceptron(2)_L1.0
weka.MultilayerPerceptron(2)_M0.2
weka.MultilayerPerceptron(2)_N200
weka.MultilayerPerceptron(2)_S0
weka.MultilayerPerceptron(2)_V10
weka.CostSensitiveClassifier_MultilayerPerceptron(1)_cost-matrix[0.0 10.0; 100.0 0.0]
weka.CostSensitiveClassifier_MultilayerPerceptron(1)_S393041809
weka.CostSensitiveClassifier_MultilayerPerceptron(1)_Wweka.classifiers.functions.MultilayerPerceptron

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
0.6158
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
8.1243
Cross-validation details (10-fold Crossvalidation)
F measure
0.1706
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0183
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-796688.3239
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.6092
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
0.8071
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2287
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.653
Cross-validation details (10-fold Crossvalidation)
Recall
0.2287
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
2.1799
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3738
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6387
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.7085
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1352.6333
Total cost
3245520
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
103959.0664
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
811.2052
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
103147.8612
Cross-validation details (10-fold Crossvalidation)