Run
16968

Run 16968

Task 2071 (Supervised Classification) adult Uploaded 06-06-2014 by Joaquin Vanschoren
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Flow

weka.MultilayerPerceptron(1)Weka implementation of MultilayerPerceptron
weka.MultilayerPerceptron(1)_E20
weka.MultilayerPerceptron(1)_Ha
weka.MultilayerPerceptron(1)_L0.01
weka.MultilayerPerceptron(1)_M0.2
weka.MultilayerPerceptron(1)_N500
weka.MultilayerPerceptron(1)_S0
weka.MultilayerPerceptron(1)_V0

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.8963
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8423
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5602
Cross-validation details (10-fold Crossvalidation)
KB relative information score
21923.3257
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1839
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3641
Cross-validation details (10-fold Crossvalidation)
Number of instances
48842
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8407
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.845
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7939
Cross-validation details (10-fold Crossvalidation)
Recall
0.845
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5053
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4266
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3346
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7843
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
928.0266[544.0551219403674994.0443443633048432.6115545766759910.53839766977511758.8835103978397]