Run
8365

Run 8365

Task 10 (Supervised Classification) lymph Uploaded 22-05-2014 by Joaquin Vanschoren
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Flow

weka.J48(1)Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
weka.J48(1)_C0.01
weka.J48(1)_M2

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
0.7837
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7745
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5762
Cross-validation details (10-fold Crossvalidation)
KB relative information score
62.7995
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.158
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2677
Cross-validation details (10-fold Crossvalidation)
Number of instances
148
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
0.7778
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.777
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2818
Cross-validation details (10-fold Crossvalidation)
Recall
0.777
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5901
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3639
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3064
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8418
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
947.6745[560.30860489012831015.52310425331483.8854846559526911.80521739130441766.8499488170112]