Run
266071

Run 266071

Task 2983 (Supervised Classification) lung-cancer Uploaded 05-03-2015 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.LBR(3)Zijian Zheng, G. Webb (2000). Lazy Learning of Bayesian Rules. Machine Learning. 4(1):53-84.

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
0.7016
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.5389
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.2839
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
110.0066
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.3189
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
0.5656
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.5281
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
1.57
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.5281
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.726
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
0.5085
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
1.0857
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1307.9718
UserCPU time millis
100
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
100
Cross-validation details (10 times 10-fold Crossvalidation)