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Run
19853

Run 19853

Task 2072 (Supervised Classification) covertype Uploaded 17-06-2014 by Felicia West
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Flow

weka.AdaBoostM1_MultilayerPerceptron(1)Yoav Freund, Robert E. Schapire: Experiments with a new boosting algorithm. In: Thirteenth International Conference on Machine Learning, San Francisco, 148-156, 1996.
weka.AdaBoostM1_MultilayerPerceptron(1)_I40
weka.AdaBoostM1_MultilayerPerceptron(1)_P100
weka.AdaBoostM1_MultilayerPerceptron(1)_S1
weka.AdaBoostM1_MultilayerPerceptron(1)_Wweka.classifiers.functions.MultilayerPerceptron
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
0.8683
Per class
F measure
0.7414
Per class
Kappa
0.6029
KB relative information score
24562.3471
Mean absolute error
0.1805
Mean prior absolute error
0.1853
Number of instances
110393
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7467
Per class
Predictive accuracy
0.7515
Prior entropy
1.8698
Recall
0.7515
Per class
Relative absolute error
0.9742
Root mean prior squared error
0.3044
Root mean squared error
0.2708
Root relative squared error
0.8897
SciMark benchmark
946.2227[565.39404163109531012.5880246437401477.0066008765347909.27509318503251766.8499488170112]