Run
54018

Run 54018

Task 1757 (Learning Curve) waveform-5000 Uploaded 08-11-2014 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.Bagging_MultilayerPerceptron(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_MultilayerPerceptron(2)_I10
weka.Bagging_MultilayerPerceptron(2)_P100
weka.Bagging_MultilayerPerceptron(2)_S1
weka.Bagging_MultilayerPerceptron(2)_Wweka.classifiers.functions.MultilayerPerceptron
weka.Bagging_MultilayerPerceptron(2)_num-slots1
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
0.9701 ± 0.0041
Per class
Build CPU time
83.1987
Build memory
187717529.0857
F measure
0.8603 ± 0.0119
Per class
Kappa
0.7906 ± 0.0179
KB relative information score
0.784 ± 0.0122
Mean absolute error
0.1112 ± 0.0061
Mean prior absolute error
0.4444 ± 0
Number of instances
5000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.8604 ± 0.0118
Per class
Predictive accuracy
0.8604 ± 0.012
Prior entropy
1.5849 ± 0
Recall
0.8604 ± 0.012
Per class
Relative absolute error
0.2503 ± 0.0138
Root mean prior squared error
0.4714 ± 0
Root mean squared error
0.2595 ± 0.0099
Root relative squared error
0.5504 ± 0.021
SciMark benchmark
1615.5755