Run
21866

Run 21866

Task 34 (Supervised Classification) postoperative-patient-data Uploaded 20-06-2014 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
0.499
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5798
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0355
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.9875
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2616
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2871
Cross-validation details (10-fold Crossvalidation)
Number of instances
90
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
0.5565
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6111
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.0305
Cross-validation details (10-fold Crossvalidation)
Recall
0.6111
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9114
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3755
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2129
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
915.7054[546.9553368015218981.6377737941469470.3205552291989878.79314944704551700.8201157665392]