Run
554963

Run 554963

Task 3969 (Supervised Classification) AP_Colon_Prostate Uploaded 12-04-2016 by Jan van Rijn
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  • study_15 study_20 weka weka_3.7.13
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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)_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
0.4963
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7189
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11.1586
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3015
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3142
Cross-validation details (10-fold Crossvalidation)
Number of instances
355
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_77, amd64, Linux, 3.10.0-327.13.1.el7.x86_64]
Precision
0.649
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8056
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.714
Cross-validation details (10-fold Crossvalidation)
Recall
0.8056
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9596
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3957
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3963
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0014
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1226.8095
UserCPU time millis
240010
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
56520
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
183490
Cross-validation details (10-fold Crossvalidation)