Run
437718

Run 437718

Task 7536 (Learning Curve) monks-problems-3 Uploaded 13-05-2015 by Joaquin Vanschoren
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Flow

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

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
0.9908 ± 0.0115
Per class
F measure
0.9838 ± 0.0134
Per class
Kappa
0.9675 ± 0.0269
KB relative information score
0.9576 ± 0.0307
Mean absolute error
0.0225 ± 0.0159
Mean prior absolute error
0.4992 ± 0.0003
Number of instances
554
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9838 ± 0.0134
Per class
Predictive accuracy
0.9838 ± 0.0134
Prior entropy
0.9989 ± 0.0008
Recall
0.9838 ± 0.0134
Per class
Relative absolute error
0.045 ± 0.0319
Root mean prior squared error
0.4996 ± 0.0003
Root mean squared error
0.1251 ± 0.0641
Root relative squared error
0.2504 ± 0.1283
SciMark benchmark
913.9348
UserCPU time millis
1270
UserCPU time millis training
1270