Run
579394

Run 579394

Task 3942 (Supervised Classification) tumors_C Uploaded 04-06-2016 by Martijn Post
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Flow

weka.MultilayerPerceptron(4)Weka implementation of MultilayerPerceptron
weka.MultilayerPerceptron(4)_L0.3
weka.MultilayerPerceptron(4)_M0.2
weka.MultilayerPerceptron(4)_N500
weka.MultilayerPerceptron(4)_V0
weka.MultilayerPerceptron(4)_S0
weka.MultilayerPerceptron(4)_E20
weka.MultilayerPerceptron(4)_H0

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
0.4799
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4526
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0185
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-10.249
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.5106
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4565
Cross-validation details (10-fold Crossvalidation)
Number of instances
60
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_66, amd64, Windows 10, 10.0]
Precision
0.5334
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.45
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9383
Cross-validation details (10-fold Crossvalidation)
Recall
0.45
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.1187
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.477
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6196
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2989
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1665.974
UserCPU time millis
24000
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
5984.375
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
18015.625
Cross-validation details (10-fold Crossvalidation)