DEVELOPMENT... OpenML
Run
10259

Run 10259

Task 38 (Supervised Classification) ecoli Uploaded 22-05-2014 by Felicia West
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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
0.9634
Per class
F measure
0.8382
Per class
Kappa
0.7845
KB relative information score
230.4174
Mean absolute error
0.0672
Mean prior absolute error
0.1828
Number of instances
336
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8324
Per class
Predictive accuracy
0.8452
Prior entropy
2.2353
Recall
0.8452
Per class
Relative absolute error
0.3678
Root mean prior squared error
0.3016
Root mean squared error
0.1762
Root relative squared error
0.5842
SciMark benchmark
946.0315[560.30856197719071014.9881073746852484.10363182779514912.43998791392861758.3171307218695]