Run
6575

Run 6575

Task 16 (Supervised Classification) mfeat-karhunen Uploaded 15-05-2014 by Joaquin Vanschoren
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Flow

weka.ClassificationViaRegression_M5P(1)E. Frank, Y. Wang, S. Inglis, G. Holmes, I.H. Witten (1998). Using model trees for classification. Machine Learning. 32(1):63-76.
weka.ClassificationViaRegression_M5P(1)_Wweka.classifiers.trees.M5P
weka.M5P(1)_M4.0

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
0.987
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9032
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8928
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1702.7169
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0444
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
2000
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
0.9037
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9035
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.9035
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2465
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1323
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.441
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
947.6837[569.45499857552561015.2555353338006484.5405689113658908.01528932595751761.152276377127]