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Run
17972

Run 17972

Task 2075 (Supervised Classification) abalone Uploaded 09-06-2014 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)_I40
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.

19 Evaluation measures

Area under ROC curve
0.7779
Per class
F measure
0.2613
Per class
Kappa
0.1811
KB relative information score
1112.0759
Mean absolute error
0.0552
Mean prior absolute error
0.0618
Number of instances
4177
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.26
Per class
Predictive accuracy
0.2815
Prior entropy
3.6268
Recall
0.2815
Per class
Relative absolute error
0.8933
Root mean prior squared error
0.1757
Root mean squared error
0.1673
Root relative squared error
0.9521
SciMark benchmark
935.3717[558.33570187255211015.5230404536866462.02318357867284898.36875100120691742.608053324618]