Run
8364

Run 8364

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)_C0.25
weka.J48(1)_M10

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
0.8083
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7739
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5813
Cross-validation details (10-fold Crossvalidation)
KB relative information score
62.3126
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1603
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
0.7762
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7838
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2818
Cross-validation details (10-fold Crossvalidation)
Recall
0.7838
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5989
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3639
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2939
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8075
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
947.4672[560.66879002876651015.2555353338006483.88543266528814908.95975824819551768.5664600912808]