Run
22310

Run 22310

Task 2065 (Supervised Classification) primary-tumor Uploaded 21-06-2014 by Joaquin Vanschoren
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Flow

weka.RandomForest(1)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
weka.RandomForest(1)_I1
weka.RandomForest(1)_K0
weka.RandomForest(1)_S1
weka.RandomForest(1)_num-slots1

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.6605
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3138
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2248
Cross-validation details (10-fold Crossvalidation)
KB relative information score
92.0103
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0633
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0812
Cross-validation details (10-fold Crossvalidation)
Number of instances
339
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
0.3201
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3156
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.7542
Cross-validation details (10-fold Crossvalidation)
Recall
0.3156
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7791
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2011
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2289
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1385
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
941.2991[558.15700481015.2555353338006476.5831398139759902.69978499306011753.8001309030865]