Run
22637

Run 22637

Task 6 (Supervised Classification) letter Uploaded 22-06-2014 by Joaquin Vanschoren
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Flow

weka.MultilayerPerceptron(1)Weka implementation of MultilayerPerceptron
weka.MultilayerPerceptron(1)_E20
weka.MultilayerPerceptron(1)_Ha
weka.MultilayerPerceptron(1)_L0.4
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
0.9423
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8203
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8123
Cross-validation details (10-fold Crossvalidation)
KB relative information score
16480.448
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0156
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.074
Cross-validation details (10-fold Crossvalidation)
Number of instances
20000
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8271
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8196
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.6998
Cross-validation details (10-fold Crossvalidation)
Recall
0.8196
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2115
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1923
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1107
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5756
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
945.7253[569.64095994657931015.2555353338006483.8854846559526910.53839766977511749.3060121829703]