Run
595591

Run 595591

Task 3953 (Supervised Classification) adult-census Uploaded 26-06-2016 by Martijn Post
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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)_N5000
weka.MultilayerPerceptron(4)_V0
weka.MultilayerPerceptron(4)_S0
weka.MultilayerPerceptron(4)_E20
weka.MultilayerPerceptron(4)_H0

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
0.7995
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.841
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5499
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17271.8986
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1524
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3656
Cross-validation details (10-fold Crossvalidation)
Number of instances
32561
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_66, amd64, Windows 10, 10.0]
Precision
0.8407
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.848
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7964
Cross-validation details (10-fold Crossvalidation)
Recall
0.848
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4168
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4276
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3808
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8906
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1586.7278
UserCPU time millis
555578.125
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
906.25
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
554671.875
Cross-validation details (10-fold Crossvalidation)