Run
1816123

Run 1816123

Task 10075 (Learning Curve) OVA_Lung Uploaded 15-09-2016 by Jan van Rijn
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Flow

weka.Bagging_MultilayerPerceptron(3)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
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)_H10
weka.Bagging_MultilayerPerceptron(3)_P100
weka.Bagging_MultilayerPerceptron(3)_S1
weka.Bagging_MultilayerPerceptron(3)_num-slots1
weka.Bagging_MultilayerPerceptron(3)_I10
weka.Bagging_MultilayerPerceptron(3)_Wweka.classifiers.functions.MultilayerPerceptron

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.

20 Evaluation measures

Area under ROC curve
0.4993 ± 0.055
Per class
KB relative information score
-58.661 ± 8.7866
Mean absolute error
0.15 ± 0.0036
Mean prior absolute error
0.1503 ± 0.0027
Number of instances
1545
Per class
OS information
[Oracle Corporation, 1.7.0_101, amd64, Linux, 3.13.0-92-generic]
Predictive accuracy
0.9184 ± 0.0032
Prior entropy
0.4095
Recall
0.9184 ± 0.0032
Per class
Relative absolute error
0.9981 ± 0.0204
Root mean prior squared error
0.2737 ± 0.005
Root mean squared error
0.2737 ± 0.005
Root relative squared error
1.0001 ± 0.0002
SciMark benchmark
1221.6776
UserCPU time millis
34674930
UserCPU time millis testing
2507090
UserCPU time millis training
32167840