Run
226603

Run 226603

Task 2372 (Supervised Classification) lung-cancer Uploaded 01-03-2015 by Joaquin Vanschoren
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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
0.6789
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5418
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2868
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9.5568
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3398
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4393
Cross-validation details (10-fold Crossvalidation)
Number of instances
32
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5698
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5313
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.57
Cross-validation details (10-fold Crossvalidation)
Recall
0.5313
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7736
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4684
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5315
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1346
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
926.6704
UserCPU time millis
160
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
160
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (10-fold Crossvalidation)