Run
593240

Run 593240

Task 3709 (Supervised Classification) breastTumor Uploaded 15-06-2016 by Jan van Rijn
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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)_N5000
weka.MultilayerPerceptron(4)_V0
weka.MultilayerPerceptron(4)_S0
weka.MultilayerPerceptron(4)_E20
weka.MultilayerPerceptron(4)_H1

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
0.628
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5948
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2075
Cross-validation details (10-fold Crossvalidation)
KB relative information score
29.7988
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4387
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4872
Cross-validation details (10-fold Crossvalidation)
Number of instances
286
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.13.1.el7.x86_64]
Precision
0.6241
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5944
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9815
Cross-validation details (10-fold Crossvalidation)
Recall
0.5944
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9006
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4935
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4978
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0088
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1353.2124
UserCPU time millis
2080
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
2070
Cross-validation details (10-fold Crossvalidation)