DEVELOPMENT... OpenML
Run
172173

Run 172173

Task 2094 (Learning Curve) adult Uploaded 20-02-2015 by Jason
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  • study_2 study_37 weka weka_3.7.12
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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
0.8959 ± 0.005
Per class
F measure
0.8428 ± 0.011
Per class
Kappa
0.5751 ± 0.0191
KB relative information score
0.4824 ± 0.048
Mean absolute error
0.1681 ± 0.0137
Mean prior absolute error
0.3641 ± 0
Number of instances
48842
Per class
OS information
[Oracle Corporation, 1.7.0_65, amd64, Linux, 3.16.0-29-generic]
Precision
0.846 ± 0.0045
Per class
Predictive accuracy
0.8405 ± 0.0164
Prior entropy
0.7938 ± 0.0002
Recall
0.8405 ± 0.0164
Per class
Relative absolute error
0.4617 ± 0.0376
Root mean prior squared error
0.4266 ± 0.0001
Root mean squared error
0.3583 ± 0.0148
Root relative squared error
0.8398 ± 0.0347
SciMark benchmark
1062.8864
UserCPU time millis
3872840
UserCPU time millis testing
4470
UserCPU time millis training
3868370