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Run
22954

Run 22954

Task 2072 (Supervised Classification) covertype Uploaded 23-06-2014 by Felicia West
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Flow

weka.Bagging_MultilayerPerceptron(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_MultilayerPerceptron(1)_I20
weka.Bagging_MultilayerPerceptron(1)_P100
weka.Bagging_MultilayerPerceptron(1)_S1
weka.Bagging_MultilayerPerceptron(1)_Wweka.classifiers.functions.MultilayerPerceptron
weka.Bagging_MultilayerPerceptron(1)_num-slots1
weka.MultilayerPerceptron(1)_E20
weka.MultilayerPerceptron(1)_Ha
weka.MultilayerPerceptron(1)_L0.3
weka.MultilayerPerceptron(1)_M0.2
weka.MultilayerPerceptron(1)_N500
weka.MultilayerPerceptron(1)_S0
weka.MultilayerPerceptron(1)_V0

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
0.9005
Per class
F measure
0.7656
Per class
Kappa
0.6447
KB relative information score
63654.1332
Mean absolute error
0.0911
Mean prior absolute error
0.1853
Number of instances
110393
Per class
Precision
0.778
Per class
Predictive accuracy
0.7781
Prior entropy
1.8698
Recall
0.7781
Per class
Relative absolute error
0.4918
Root mean prior squared error
0.3044
Root mean squared error
0.2183
Root relative squared error
0.7171