Run
1826291

Run 1826291

Task 10074 (Learning Curve) OVA_Kidney Uploaded 21-09-2016 by Jan van Rijn
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Flow

weka.Bagging_MultilayerPerceptron(3)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
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)_H10
weka.Bagging_MultilayerPerceptron(3)_P100
weka.Bagging_MultilayerPerceptron(3)_S1
weka.Bagging_MultilayerPerceptron(3)_num-slots1
weka.Bagging_MultilayerPerceptron(3)_I10
weka.Bagging_MultilayerPerceptron(3)_Wweka.classifiers.functions.MultilayerPerceptron

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.5016 ± 0.007
Per class
KB relative information score
31.2836 ± 3.032
Mean absolute error
0.2718 ± 0.0066
Mean prior absolute error
0.2802 ± 0.0019
Number of instances
1545
Per class
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.22.2.el7.x86_64]
Predictive accuracy
0.8317 ± 0.0028
Prior entropy
0.6548
Recall
0.8317 ± 0.0028
Per class
Relative absolute error
0.9701 ± 0.022
Root mean prior squared error
0.3741 ± 0.0025
Root mean squared error
0.3744 ± 0.0026
Root relative squared error
1.0008 ± 0.0007
SciMark benchmark
1243.7798