Run
227445

Run 227445

Task 4468 (Supervised Classification) chscase_census6 Uploaded 01-03-2015 by Joaquin Vanschoren
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Flow

weka.MultilayerPerceptron(3)Weka implementation of MultilayerPerceptron
weka.MultilayerPerceptron(3)_L0.3
weka.MultilayerPerceptron(3)_M0.2
weka.MultilayerPerceptron(3)_N500
weka.MultilayerPerceptron(3)_V0
weka.MultilayerPerceptron(3)_S0
weka.MultilayerPerceptron(3)_E20
weka.MultilayerPerceptron(3)_Ha

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
0.5064
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.5203
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.0062
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
-9.1043
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.4825
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4848
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
4000
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5186
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.5425
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.978
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.5425
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.9954
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4923
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.5085
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
1.033
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
912.7324
UserCPU time millis
440
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
440
Cross-validation details (10 times 10-fold Crossvalidation)