Run
180346

Run 180346

Task 2111 (Supervised Classification) primary-tumor Uploaded 25-02-2015 by Joaquin Vanschoren
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Flow

weka.NNge(3)Brent Martin (1995). Instance-Based learning: Nearest Neighbor With Generalization. Hamilton, New Zealand. Sylvain Roy (2002). Nearest Neighbor With Generalization. Christchurch, New Zealand.
weka.NNge(3)_G5
weka.NNge(3)_I5

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
0.6676
Per class
Cross-validation details (33% Holdout set)
F measure
0.3642
Per class
Cross-validation details (33% Holdout set)
Kappa
0.325
Cross-validation details (33% Holdout set)
KB relative information score
34.9725
Cross-validation details (33% Holdout set)
Mean absolute error
0.0532
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.0811
Cross-validation details (33% Holdout set)
Number of instances
111
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.3354
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.4144
Cross-validation details (33% Holdout set)
Prior entropy
3.7542
Cross-validation details (33% Holdout set)
Recall
0.4144
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.6561
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.2009
Cross-validation details (33% Holdout set)
Root mean squared error
0.2307
Cross-validation details (33% Holdout set)
Root relative squared error
1.1483
Cross-validation details (33% Holdout set)
SciMark benchmark
1291.6995
UserCPU time millis
40
Cross-validation details (33% Holdout set)
UserCPU time millis testing
10
UserCPU time millis training
30
Cross-validation details (33% Holdout set)