Run
554938

Run 554938

Task 3953 (Supervised Classification) adult-census Uploaded 11-04-2016 by Jan van Rijn
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  • study_15 study_20 weka weka_3.7.13
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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)_N500
weka.MultilayerPerceptron(4)_V0
weka.MultilayerPerceptron(4)_S0
weka.MultilayerPerceptron(4)_E20
weka.MultilayerPerceptron(4)_H1

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
0.8051
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.837
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5564
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10244.4679
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2547
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_77, amd64, Linux, 3.10.0-327.13.1.el7.x86_64]
Precision
0.8379
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8361
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7964
Cross-validation details (10-fold Crossvalidation)
Recall
0.8361
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6967
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4276
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3543
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8286
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
907.9756
UserCPU time millis
74260
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
730
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
73530
Cross-validation details (10-fold Crossvalidation)