Run
201086

Run 201086

Task 2983 (Supervised Classification) lung-cancer Uploaded 27-02-2015 by Jan van Rijn
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Flow

weka.IBk(4)D. Aha, D. Kibler (1991). Instance-based learning algorithms. Machine Learning. 6:37-66.
weka.IBk(4)_K3
weka.IBk(4)_W0
weka.IBk(4)_Atrue

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
0.6589
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.4404
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.2156
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
78.4799
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.3674
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4393
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
320
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.4911
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.4625
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
1.57
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.4625
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.8364
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4684
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.47
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
1.0035
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1335.643
UserCPU time millis
10
UserCPU time millis testing
10