DEVELOPMENT... OpenML
Run
8163

Run 8163

Task 28 (Supervised Classification) optdigits Uploaded 22-05-2014 by Felicia West
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Flow

weka.RandomSubSpace_REPTree(1)Tin Kam Ho (1998). The Random Subspace Method for Constructing Decision Forests. IEEE Transactions on Pattern Analysis and Machine Intelligence. 20(8):832-844. URL http://citeseer.ist.psu.edu/ho98random.html.
weka.REPTree(1)_I0.0
weka.REPTree(1)_L-1
weka.REPTree(1)_M2
weka.REPTree(1)_N3
weka.REPTree(1)_S1
weka.REPTree(1)_V0.001
weka.RandomSubSpace_REPTree(1)_I10
weka.RandomSubSpace_REPTree(1)_P0.5
weka.RandomSubSpace_REPTree(1)_S1
weka.RandomSubSpace_REPTree(1)_Wweka.classifiers.trees.REPTree
weka.RandomSubSpace_REPTree(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
0.9983
Per class
F measure
0.9607
Per class
Kappa
0.9563
KB relative information score
4964.2385
Mean absolute error
0.04
Mean prior absolute error
0.18
Number of instances
5620
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9609
Per class
Predictive accuracy
0.9607
Prior entropy
3.3218
Recall
0.9607
Per class
Relative absolute error
0.2223
Root mean prior squared error
0.3
Root mean squared error
0.1031
Root relative squared error
0.3436
SciMark benchmark
947.2792[567.60190887821451013.6533959159474483.88543266528814911.80521739130441759.4501199261804]