Run
318961

Run 318961

Task 2922 (Supervised Classification) lung-cancer Uploaded 23-03-2015 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.J48graft(1)Geoff Webb: Decision Tree Grafting From the All-Tests-But-One Partition. In: , San Francisco, CA, 1999.
weka.J48graft(1)_C0.25
weka.J48graft(1)_M2

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
0.7978
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.8037
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.499
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
137.9621
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.2198
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4099
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
320
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8045
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.8125
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.874
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.8125
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.5363
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4498
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.4014
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.8925
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
918.0213
UserCPU time millis
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (10 times 10-fold Crossvalidation)