Run
52729

Run 52729

Task 1715 (Learning Curve) mfeat-karhunen Uploaded 07-11-2014 by Jan van Rijn
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  • curves study_2 study_37 weka weka_3.7.12-SNAPSHOT
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Flow

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

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.

21 Evaluation measures

Area under ROC curve
0.9944 ± 0.004
Per class
Build CPU time
10.9551
Build memory
72540380.7273
F measure
0.9609 ± 0.0113
Per class
Kappa
0.9567 ± 0.0125
KB relative information score
0.9566 ± 0.0116
Mean absolute error
0.0111 ± 0.0027
Mean prior absolute error
0.18
Number of instances
2000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.9611 ± 0.0106
Per class
Predictive accuracy
0.961 ± 0.0113
Prior entropy
3.3219
Recall
0.961 ± 0.0113
Per class
Relative absolute error
0.0616 ± 0.0151
Root mean prior squared error
0.3
Root mean squared error
0.0807 ± 0.0124
Root relative squared error
0.2691 ± 0.0415
SciMark benchmark
1648.2431